Overview

Dataset info

Number of variables175
Number of observations500000
Missing cells68785479 (78.6%)
Duplicate rows2 (< 0.1%)
Total size in memory667.6 MiB
Average record size in memory1.4 KiB

Variables types

Numeric83
Categorical64
Boolean0
Date0
URL7
Text (Unique)0
Rejected21
Unsupported0

Warnings

Dataset has 2 (< 0.1%) duplicate rows Warning
-alpha-linolenic-acid_100g has 499837 (> 99.9%) missing values Missing
-arachidic-acid_100g has 499998 (> 99.9%) missing values Missing
-arachidonic-acid_100g has 499993 (> 99.9%) missing values Missing
-behenic-acid_100g has constant value "nan" Rejected
-butyric-acid_100g has constant value "nan" Rejected
-capric-acid_100g has 499997 (> 99.9%) missing values Missing
-caproic-acid_100g has constant value "nan" Rejected
-caprylic-acid_100g has 499999 (> 99.9%) missing values Missing
-cerotic-acid_100g has 499998 (> 99.9%) missing values Missing
-dihomo-gamma-linolenic-acid_100g has constant value "nan" Rejected
-docosahexaenoic-acid_100g has 499934 (> 99.9%) missing values Missing
-eicosapentaenoic-acid_100g has 499950 (> 99.9%) missing values Missing
-elaidic-acid_100g has constant value "nan" Rejected
-erucic-acid_100g has constant value "nan" Rejected
-fructose_100g has 499966 (> 99.9%) missing values Missing
-gamma-linolenic-acid_100g has constant value "nan" Rejected
-glucose_100g has 499992 (> 99.9%) missing values Missing
-gondoic-acid_100g has constant value "nan" Rejected
-lactose_100g has 499875 (> 99.9%) missing values Missing
-lauric-acid_100g has 499995 (> 99.9%) missing values Missing
-lignoceric-acid_100g has constant value "nan" Rejected
-linoleic-acid_100g has 499857 (> 99.9%) missing values Missing
-maltodextrins_100g has 499991 (> 99.9%) missing values Missing
-maltose_100g has 499997 (> 99.9%) missing values Missing
-mead-acid_100g has constant value "nan" Rejected
-melissic-acid_100g has constant value "nan" Rejected
-montanic-acid_100g has constant value "nan" Rejected
-myristic-acid_100g has 499999 (> 99.9%) missing values Missing
-nervonic-acid_100g has constant value "nan" Rejected
-oleic-acid_100g has 499998 (> 99.9%) missing values Missing
-palmitic-acid_100g has 499999 (> 99.9%) missing values Missing
-stearic-acid_100g has 499999 (> 99.9%) missing values Missing
-sucrose_100g has 499989 (> 99.9%) missing values Missing
additives has 499984 (> 99.9%) missing values Missing
additives_en has a high cardinality: 35440 distinct values Warning
additives_en has 339773 (68.0%) missing values Missing
additives_n has 124525 (24.9%) zeros Zeros
additives_n has 215248 (43.0%) missing values Missing
additives_tags has a high cardinality: 35440 distinct values Warning
additives_tags has 339773 (68.0%) missing values Missing
alcohol_100g has 495608 (99.1%) missing values Missing
allergens has a high cardinality: 13122 distinct values Warning
allergens has 458506 (91.7%) missing values Missing
allergens_en has constant value "nan" Rejected
beta-carotene_100g has 499975 (> 99.9%) missing values Missing
beta-glucan_100g has 499997 (> 99.9%) missing values Missing
bicarbonate_100g has 499879 (> 99.9%) missing values Missing
biotin_100g has 499807 (> 99.9%) missing values Missing
brands has a high cardinality: 59675 distinct values Warning
brands has 161216 (32.2%) missing values Missing
brands_tags has a high cardinality: 49225 distinct values Warning
brands_tags has 161242 (32.2%) missing values Missing
caffeine_100g has 499921 (> 99.9%) missing values Missing
calcium_100g is highly skewed (γ1 = 108.46053) Skewed
calcium_100g has 49917 (10.0%) zeros Zeros
calcium_100g has 361778 (72.4%) missing values Missing
carbohydrates_100g is highly skewed (γ1 = 176.5444775) Skewed
carbohydrates_100g has 35949 (7.2%) zeros Zeros
carbohydrates_100g has 96870 (19.4%) missing values Missing
carbon-footprint-from-meat-or-fish_100g is highly skewed (γ1 = 76.32300141) Skewed
carbon-footprint-from-meat-or-fish_100g has 494002 (98.8%) missing values Missing
carbon-footprint_100g has 499843 (> 99.9%) missing values Missing
carnitine_100g has 499993 (> 99.9%) missing values Missing
casein_100g has 499980 (> 99.9%) missing values Missing
categories has a high cardinality: 37152 distinct values Warning
categories has 327913 (65.6%) missing values Missing
categories_en has a high cardinality: 25370 distinct values Warning
categories_en has 327914 (65.6%) missing values Missing
categories_tags has a high cardinality: 25370 distinct values Warning
categories_tags has 327914 (65.6%) missing values Missing
chloride_100g has 499789 (> 99.9%) missing values Missing
chlorophyl_100g has constant value "nan" Rejected
cholesterol_100g is highly skewed (γ1 = 159.4701788) Skewed
cholesterol_100g has 87280 (17.5%) zeros Zeros
cholesterol_100g has 359043 (71.8%) missing values Missing
choline_100g has 499985 (> 99.9%) missing values Missing
chromium_100g has 499982 (> 99.9%) missing values Missing
cities has constant value "nan" Rejected
cities_tags has a high cardinality: 3414 distinct values Warning
cities_tags has 470245 (94.0%) missing values Missing
cocoa_100g has 498545 (99.7%) missing values Missing
code has a high cardinality: 499934 distinct values Warning
collagen-meat-protein-ratio_100g has 499774 (> 99.9%) missing values Missing
copper_100g is highly skewed (γ1 = 29.92398493) Skewed
copper_100g has 497911 (99.6%) missing values Missing
countries has a high cardinality: 2286 distinct values Warning
countries_en has a high cardinality: 843 distinct values Warning
countries_tags has a high cardinality: 843 distinct values Warning
created_datetime has a high cardinality: 370880 distinct values Warning
creator has a high cardinality: 5701 distinct values Warning
emb_codes has a high cardinality: 9664 distinct values Warning
emb_codes has 464508 (92.9%) missing values Missing
emb_codes_tags has a high cardinality: 9166 distinct values Warning
emb_codes_tags has 464523 (92.9%) missing values Missing
energy-from-fat_100g has 499107 (99.8%) missing values Missing
energy_100g is highly skewed (γ1 = 636.4361712) Skewed
energy_100g has 12948 (2.6%) zeros Zeros
energy_100g has 94949 (19.0%) missing values Missing
fat_100g is highly skewed (γ1 = 571.3239028) Skewed
fat_100g has 78426 (15.7%) zeros Zeros
fat_100g has 96750 (19.4%) missing values Missing
fiber_100g is highly skewed (γ1 = 172.6622117) Skewed
fiber_100g has 69350 (13.9%) zeros Zeros
fiber_100g has 297859 (59.6%) missing values Missing
first_packaging_code_geo has a high cardinality: 2027 distinct values Warning
first_packaging_code_geo has 472245 (94.4%) missing values Missing
fluoride_100g has 499903 (> 99.9%) missing values Missing
folates_100g is highly skewed (γ1 = 29.87310333) Skewed
folates_100g has 496950 (99.4%) missing values Missing
fruits-vegetables-nuts-dried_100g has 499802 (> 99.9%) missing values Missing
fruits-vegetables-nuts-estimate_100g has 495149 (99.0%) missing values Missing
fruits-vegetables-nuts_100g has 497886 (99.6%) missing values Missing
generic_name has a high cardinality: 31923 distinct values Warning
generic_name has 458005 (91.6%) missing values Missing
glycemic-index_100g has 499999 (> 99.9%) missing values Missing
image_ingredients_small_url has 253735 (50.7%) missing values Missing
image_ingredients_url has 253735 (50.7%) missing values Missing
image_nutrition_small_url has 394594 (78.9%) missing values Missing
image_nutrition_url has 394594 (78.9%) missing values Missing
image_small_url has 221962 (44.4%) missing values Missing
image_url has 221962 (44.4%) missing values Missing
ingredients_from_palm_oil has constant value "nan" Rejected
ingredients_from_palm_oil_n has 215248 (43.0%) missing values Missing
ingredients_from_palm_oil_tags has 495917 (99.2%) missing values Missing
ingredients_text has a high cardinality: 241113 distinct values Warning
ingredients_text has 215248 (43.0%) missing values Missing
ingredients_that_may_be_from_palm_oil has constant value "nan" Rejected
ingredients_that_may_be_from_palm_oil_n has 270972 (54.2%) zeros Zeros
ingredients_that_may_be_from_palm_oil_n has 215248 (43.0%) missing values Missing
ingredients_that_may_be_from_palm_oil_tags has a high cardinality: 187 distinct values Warning
ingredients_that_may_be_from_palm_oil_tags has 486220 (97.2%) missing values Missing
inositol_100g has 499983 (> 99.9%) missing values Missing
iodine_100g has 499834 (> 99.9%) missing values Missing
iron_100g is highly skewed (γ1 = 135.3848096) Skewed
iron_100g has 41591 (8.3%) zeros Zeros
iron_100g has 362518 (72.5%) missing values Missing
labels has a high cardinality: 18338 distinct values Warning
labels has 429646 (85.9%) missing values Missing
labels_en has a high cardinality: 15532 distinct values Warning
labels_en has 429649 (85.9%) missing values Missing
labels_tags has a high cardinality: 15532 distinct values Warning
labels_tags has 429649 (85.9%) missing values Missing
last_modified_datetime only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
last_modified_datetime has a high cardinality: 333597 distinct values Warning
magnesium_100g is highly skewed (γ1 = 32.6339589) Skewed
magnesium_100g has 494112 (98.8%) missing values Missing
main_category has a high cardinality: 3480 distinct values Warning
main_category has 327949 (65.6%) missing values Missing
main_category_en has a high cardinality: 3480 distinct values Warning
main_category_en has 327949 (65.6%) missing values Missing
manganese_100g is highly skewed (γ1 = 24.37713145) Skewed
manganese_100g has 498339 (99.7%) missing values Missing
manufacturing_places has a high cardinality: 8459 distinct values Warning
manufacturing_places has 462323 (92.5%) missing values Missing
manufacturing_places_tags has a high cardinality: 7682 distinct values Warning
manufacturing_places_tags has 462337 (92.5%) missing values Missing
molybdenum_100g has 499984 (> 99.9%) missing values Missing
monounsaturated-fat_100g has 5716 (1.1%) zeros Zeros
monounsaturated-fat_100g has 478259 (95.7%) missing values Missing
no_nutriments has constant value "nan" Rejected
nova_group has 301108 (60.2%) missing values Missing
nucleotides_100g has 499992 (> 99.9%) missing values Missing
nutrition-score-fr_100g has 7232 (1.4%) zeros Zeros
nutrition-score-fr_100g has 364813 (73.0%) missing values Missing
nutrition-score-uk_100g has 8273 (1.7%) zeros Zeros
nutrition-score-uk_100g has 364813 (73.0%) missing values Missing
nutrition_grade_fr has 364813 (73.0%) missing values Missing
omega-3-fat_100g has 499218 (99.8%) missing values Missing
omega-6-fat_100g has 499823 (> 99.9%) missing values Missing
omega-9-fat_100g has 499976 (> 99.9%) missing values Missing
origins has a high cardinality: 4736 distinct values Warning
origins has 474962 (95.0%) missing values Missing
origins_tags has a high cardinality: 4186 distinct values Warning
origins_tags has 474989 (95.0%) missing values Missing
packaging has a high cardinality: 17798 distinct values Warning
packaging has 418252 (83.7%) missing values Missing
packaging_tags has a high cardinality: 14398 distinct values Warning
packaging_tags has 418254 (83.7%) missing values Missing
pantothenic-acid_100g is highly skewed (γ1 = 31.33431766) Skewed
pantothenic-acid_100g has 497855 (99.6%) missing values Missing
ph_100g has 499936 (> 99.9%) missing values Missing
phosphorus_100g is highly skewed (γ1 = 28.49758865) Skewed
phosphorus_100g has 494445 (98.9%) missing values Missing
phylloquinone_100g has constant value "nan" Rejected
polyols_100g has 499787 (> 99.9%) missing values Missing
polyunsaturated-fat_100g has 6277 (1.3%) zeros Zeros
polyunsaturated-fat_100g has 478246 (95.6%) missing values Missing
potassium_100g is highly skewed (γ1 = 106.6724026) Skewed
potassium_100g has 475277 (95.1%) missing values Missing
product_name has a high cardinality: 317339 distinct values Warning
product_name has 39139 (7.8%) missing values Missing
proteins_100g is highly skewed (γ1 = 412.5644813) Skewed
proteins_100g has 65114 (13.0%) zeros Zeros
proteins_100g has 96056 (19.2%) missing values Missing
purchase_places has a high cardinality: 5140 distinct values Warning
purchase_places has 444620 (88.9%) missing values Missing
quantity has a high cardinality: 16502 distinct values Warning
quantity has 377150 (75.4%) missing values Missing
salt_100g is highly skewed (γ1 = 306.7820063) Skewed
salt_100g has 47190 (9.4%) zeros Zeros
salt_100g has 103288 (20.7%) missing values Missing
saturated-fat_100g is highly skewed (γ1 = 378.7057219) Skewed
saturated-fat_100g has 88056 (17.6%) zeros Zeros
saturated-fat_100g has 122434 (24.5%) missing values Missing
selenium_100g is highly skewed (γ1 = 28.08140783) Skewed
selenium_100g has 498886 (99.8%) missing values Missing
serum-proteins_100g has 499974 (> 99.9%) missing values Missing
serving_quantity is highly skewed (γ1 = 444.4153241) Skewed
serving_quantity has 289392 (57.9%) missing values Missing
serving_size has a high cardinality: 24633 distinct values Warning
serving_size has 289449 (57.9%) missing values Missing
silica_100g has 499944 (> 99.9%) missing values Missing
sodium_100g is highly skewed (γ1 = 308.6545842) Skewed
sodium_100g has 47189 (9.4%) zeros Zeros
sodium_100g has 103301 (20.7%) missing values Missing
starch_100g has 499828 (> 99.9%) missing values Missing
states has a high cardinality: 793 distinct values Warning
states_en has a high cardinality: 793 distinct values Warning
states_tags has a high cardinality: 793 distinct values Warning
stores has a high cardinality: 4517 distinct values Warning
stores has 413387 (82.7%) missing values Missing
sugars_100g is highly skewed (γ1 = 156.3748014) Skewed
sugars_100g has 58679 (11.7%) zeros Zeros
sugars_100g has 107813 (21.6%) missing values Missing
taurine_100g has 499974 (> 99.9%) missing values Missing
traces has a high cardinality: 8730 distinct values Warning
traces has 471511 (94.3%) missing values Missing
traces_en has a high cardinality: 4579 distinct values Warning
traces_en has 463221 (92.6%) missing values Missing
traces_tags has a high cardinality: 4579 distinct values Warning
traces_tags has 463221 (92.6%) missing values Missing
trans-fat_100g is highly skewed (γ1 = 129.0727881) Skewed
trans-fat_100g has 137424 (27.5%) zeros Zeros
trans-fat_100g has 359714 (71.9%) missing values Missing
vitamin-a_100g is highly skewed (γ1 = 311.3775883) Skewed
vitamin-a_100g has 76914 (15.4%) zeros Zeros
vitamin-a_100g has 365430 (73.1%) missing values Missing
vitamin-b12_100g is highly skewed (γ1 = 27.22739974) Skewed
vitamin-b12_100g has 495211 (99.0%) missing values Missing
vitamin-b1_100g is highly skewed (γ1 = 100.2596999) Skewed
vitamin-b1_100g has 489429 (97.9%) missing values Missing
vitamin-b2_100g is highly skewed (γ1 = 26.12876971) Skewed
vitamin-b2_100g has 489759 (98.0%) missing values Missing
vitamin-b6_100g is highly skewed (γ1 = 25.26195524) Skewed
vitamin-b6_100g has 493716 (98.7%) missing values Missing
vitamin-b9_100g is highly skewed (γ1 = 59.52537129) Skewed
vitamin-b9_100g has 495230 (99.0%) missing values Missing
vitamin-c_100g is highly skewed (γ1 = 214.567111) Skewed
vitamin-c_100g has 88645 (17.7%) zeros Zeros
vitamin-c_100g has 362595 (72.5%) missing values Missing
vitamin-d_100g is highly skewed (γ1 = 50.92381209) Skewed
vitamin-d_100g has 493137 (98.6%) missing values Missing
vitamin-e_100g has 499094 (99.8%) missing values Missing
vitamin-k_100g is highly skewed (γ1 = 28.63537612) Skewed
vitamin-k_100g has 499180 (99.8%) missing values Missing
vitamin-pp_100g is highly skewed (γ1 = 48.86090719) Skewed
vitamin-pp_100g has 488848 (97.8%) missing values Missing
water-hardness_100g has constant value "nan" Rejected
zinc_100g is highly skewed (γ1 = 48.87189598) Skewed
zinc_100g has 496263 (99.3%) missing values Missing

Variables

-alpha-linolenic-acid_100g
Numeric

Distinct count114
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499837
Infinite (%)0.0%
Infinite (n)0
Mean1.579335031
Minimum0
Maximum75
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.036
Q10.0555
Median0.094
Q30.4415
95-th percentile5.37
Maximum75
Range75
Interquartile range0.386

Descriptive statistics

Standard deviation6.892984292
Coef of variation4.364485152
Kurtosis83.06579931
Mean1.579335031
MAD2.413463671
Skewness8.461153648
Sum257.43161
Variance47.51323244
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.048 5 < 0.1%
 
0.042 5 < 0.1%
 
0.036 4 < 0.1%
 
0.06 3 < 0.1%
 
0.05 3 < 0.1%
 
0.075 3 < 0.1%
 
0.095 3 < 0.1%
 
0.092 3 < 0.1%
 
0.09 3 < 0.1%
 
0.052 3 < 0.1%
 
Other values (103) 128 < 0.1%
 
(Missing) 499837 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 < 0.1%
 
0.008 1 < 0.1%
 
0.011 1 < 0.1%
 
0.01191 1 < 0.1%
 
0.02 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
75 1 < 0.1%
 
33 1 < 0.1%
 
22.8 1 < 0.1%
 
19.2 1 < 0.1%
 
12.62 1 < 0.1%
 

-arachidic-acid_100g
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499998
1111
 
1
0
 
1
(Missing)
499998
ValueCountFrequency (%) 
1111 1 < 0.1%
 
0 1 < 0.1%
 
(Missing) 499998 > 99.9%
 
Max length6
Mean length3.000006
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

-arachidonic-acid_100g
Numeric

Distinct count7
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499993
Infinite (%)0.0%
Infinite (n)0
Mean0.05001428571
Minimum0.0061
Maximum0.09
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.0061
5-th percentile0.00637
Q10.027
Median0.059
Q30.0705
95-th percentile0.0876
Maximum0.09
Range0.0839
Interquartile range0.0435

Descriptive statistics

Standard deviation0.03309382765
Coef of variation0.6616874994
Kurtosis-1.21427961
Mean0.05001428571
MAD0.02569795918
Skewness-0.4261429831
Sum0.3501
Variance0.001095201429
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%) 
0.059 2 < 0.1%
 
0.047 1 < 0.1%
 
0.007 1 < 0.1%
 
0.0061 1 < 0.1%
 
0.082 1 < 0.1%
 
0.09 1 < 0.1%
 
(Missing) 499993 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0.0061 1 < 0.1%
 
0.007 1 < 0.1%
 
0.047 1 < 0.1%
 
0.059 2 < 0.1%
 
0.082 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.09 1 < 0.1%
 
0.082 1 < 0.1%
 
0.059 2 < 0.1%
 
0.047 1 < 0.1%
 
0.007 1 < 0.1%
 

-behenic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

-butyric-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

-capric-acid_100g
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499997
6.2
 
1
5.88
 
1
0.82
 
1
(Missing)
499997
ValueCountFrequency (%) 
6.2 1 < 0.1%
 
5.88 1 < 0.1%
 
0.82 1 < 0.1%
 
(Missing) 499997 > 99.9%
 
Max length4
Mean length3.000004
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

-caproic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

-caprylic-acid_100g
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499999
7.4
 
1
(Missing)
499999
ValueCountFrequency (%) 
7.4 1 < 0.1%
 
(Missing) 499999 > 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

-cerotic-acid_100g
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499998
4
 
1
0
 
1
(Missing)
499998
ValueCountFrequency (%) 
4 1 < 0.1%
 
0 1 < 0.1%
 
(Missing) 499998 > 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

-dihomo-gamma-linolenic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

-docosahexaenoic-acid_100g
Numeric

Distinct count39
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499934
Infinite (%)0.0%
Infinite (n)0
Mean0.6741679394
Minimum0
Maximum7.5
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile3.1e-05
Q10.07625
Median0.5
Q30.9
95-th percentile1.625
Maximum7.5
Range7.5
Interquartile range0.82375

Descriptive statistics

Standard deviation1.045930276
Coef of variation1.551438766
Kurtosis28.34034105
Mean0.6741679394
MAD0.5665898678
Skewness4.68651019
Sum44.495084
Variance1.093970143
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.5 5 < 0.1%
 
0.8 5 < 0.1%
 
0 4 < 0.1%
 
0.4 4 < 0.1%
 
0.9 3 < 0.1%
 
1 3 < 0.1%
 
0.132 3 < 0.1%
 
0.7 3 < 0.1%
 
1.1 3 < 0.1%
 
0.059 2 < 0.1%
 
Other values (28) 31 < 0.1%
 
(Missing) 499934 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4 < 0.1%
 
0.000124 1 < 0.1%
 
0.0007 2 < 0.1%
 
0.00079 1 < 0.1%
 
0.0011 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7.5 1 < 0.1%
 
3.2 1 < 0.1%
 
2.67 1 < 0.1%
 
1.7 1 < 0.1%
 
1.4 1 < 0.1%
 

-eicosapentaenoic-acid_100g
Numeric

Distinct count22
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499950
Infinite (%)0.0%
Infinite (n)0
Mean1.33572
Minimum0
Maximum39.64
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.2
Median0.55
Q30.71575
95-th percentile1.42
Maximum39.64
Range39.64
Interquartile range0.51575

Descriptive statistics

Standard deviation5.543847441
Coef of variation4.150456264
Kurtosis49.37966952
Mean1.33572
MAD1.5693136
Skewness7.006916771
Sum66.786
Variance30.73424445
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.2 8 < 0.1%
 
0.7 7 < 0.1%
 
0.5 6 < 0.1%
 
0 5 < 0.1%
 
1 5 < 0.1%
 
0.6 3 < 0.1%
 
0.09 2 < 0.1%
 
0.112 1 < 0.1%
 
2 1 < 0.1%
 
0.721 1 < 0.1%
 
Other values (11) 11 < 0.1%
 
(Missing) 499950 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 5 < 0.1%
 
0.01 1 < 0.1%
 
0.09 2 < 0.1%
 
0.112 1 < 0.1%
 
0.2 8 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
39.64 1 < 0.1%
 
2 1 < 0.1%
 
1.6 1 < 0.1%
 
1.2 1 < 0.1%
 
1.1 1 < 0.1%
 

-elaidic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

-erucic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

-fructose_100g
Numeric

Distinct count20
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499966
Infinite (%)0.0%
Infinite (n)0
Mean39.75294118
Minimum0
Maximum101
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q125.25
Median40
Q355.1
95-th percentile76.535
Maximum101
Range101
Interquartile range29.85

Descriptive statistics

Standard deviation25.35981354
Coef of variation0.6379355284
Kurtosis0.4168314387
Mean39.75294118
MAD19.20519031
Skewness0.291301554
Sum1351.6
Variance643.1201426
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
40 6 < 0.1%
 
53 4 < 0.1%
 
0 3 < 0.1%
 
55.1 3 < 0.1%
 
63.9 2 < 0.1%
 
25 2 < 0.1%
 
56.1 2 < 0.1%
 
28 1 < 0.1%
 
26 1 < 0.1%
 
100 1 < 0.1%
 
Other values (9) 9 < 0.1%
 
(Missing) 499966 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 3 < 0.1%
 
0.4 1 < 0.1%
 
2.4 1 < 0.1%
 
5 1 < 0.1%
 
18 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
101 1 < 0.1%
 
100 1 < 0.1%
 
63.9 2 < 0.1%
 
60 1 < 0.1%
 
56.1 2 < 0.1%
 

-gamma-linolenic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

-glucose_100g
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499992
30
 
6
2.8
 
1
8.1
 
1
(Missing)
499992
ValueCountFrequency (%) 
30 6 < 0.1%
 
2.8 1 < 0.1%
 
8.1 1 < 0.1%
 
(Missing) 499992 > 99.9%
 
Max length4
Mean length3.000012
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

-gondoic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

-lactose_100g
Numeric

Distinct count32
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499875
Infinite (%)0.0%
Infinite (n)0
Mean6.89936
Minimum0
Maximum74.5
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.2
Q32.98
95-th percentile47.54
Maximum74.5
Range74.5
Interquartile range2.98

Descriptive statistics

Standard deviation15.38156499
Coef of variation2.229419104
Kurtosis5.635798484
Mean6.89936
MAD9.67063552
Skewness2.583843565
Sum862.42
Variance236.5925415
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 39 < 0.1%
 
2.98 21 < 0.1%
 
0.1 17 < 0.1%
 
0.5 6 < 0.1%
 
0.01 5 < 0.1%
 
0.2 4 < 0.1%
 
8 3 < 0.1%
 
7.7 3 < 0.1%
 
3 2 < 0.1%
 
3.57 2 < 0.1%
 
Other values (21) 23 < 0.1%
 
(Missing) 499875 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 39 < 0.1%
 
0.01 5 < 0.1%
 
0.05 1 < 0.1%
 
0.1 17 < 0.1%
 
0.2 4 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
74.5 1 < 0.1%
 
56.5 2 < 0.1%
 
51.6 1 < 0.1%
 
51.4 1 < 0.1%
 
50.2 1 < 0.1%
 

-lauric-acid_100g
Categorical

Distinct count5
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499995
49
 
2
46.2
 
1
50
 
1
(Missing)
499995
ValueCountFrequency (%) 
49 2 < 0.1%
 
46.2 1 < 0.1%
 
50 1 < 0.1%
 
49.3 1 < 0.1%
 
(Missing) 499995 > 99.9%
 
Max length4
Mean length3.00001
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

-lignoceric-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

-linoleic-acid_100g
Numeric

Distinct count116
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499857
Infinite (%)0.0%
Infinite (n)0
Mean2.261482517
Minimum0
Maximum36.1
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.2551
Q10.4115
Median0.553
Q31.004
95-th percentile8.85
Maximum36.1
Range36.1
Interquartile range0.5925

Descriptive statistics

Standard deviation4.929085732
Coef of variation2.179581621
Kurtosis21.11393573
Mean2.261482517
MAD2.674399922
Skewness4.258918065
Sum323.392
Variance24.29588615
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.5 5 < 0.1%
 
7 4 < 0.1%
 
0.437 4 < 0.1%
 
0.49 3 < 0.1%
 
0.354 3 < 0.1%
 
0 2 < 0.1%
 
2.73 2 < 0.1%
 
0.317 2 < 0.1%
 
0.55 2 < 0.1%
 
0.621 2 < 0.1%
 
Other values (105) 114 < 0.1%
 
(Missing) 499857 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2 < 0.1%
 
0.09 1 < 0.1%
 
0.1 1 < 0.1%
 
0.199 1 < 0.1%
 
0.227 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
36.1 1 < 0.1%
 
25 1 < 0.1%
 
23 1 < 0.1%
 
20 1 < 0.1%
 
15 1 < 0.1%
 

-maltodextrins_100g
Numeric

Distinct count9
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499991
Infinite (%)0.0%
Infinite (n)0
Mean12.98888889
Minimum1.5
Maximum34.4
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1.5
5-th percentile1.5
Q11.8
Median10.3
Q316.1
95-th percentile31.64
Maximum34.4
Range32.9
Interquartile range14.3

Descriptive statistics

Standard deviation11.69555946
Coef of variation0.9004280167
Kurtosis-0.1988910561
Mean12.98888889
MAD9.07654321
Skewness0.842927166
Sum116.9
Variance136.7861111
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%) 
1.5 2 < 0.1%
 
10.3 1 < 0.1%
 
27.5 1 < 0.1%
 
16.1 1 < 0.1%
 
1.8 1 < 0.1%
 
14.8 1 < 0.1%
 
34.4 1 < 0.1%
 
9 1 < 0.1%
 
(Missing) 499991 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1.5 2 < 0.1%
 
1.8 1 < 0.1%
 
9 1 < 0.1%
 
10.3 1 < 0.1%
 
14.8 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
34.4 1 < 0.1%
 
27.5 1 < 0.1%
 
16.1 1 < 0.1%
 
14.8 1 < 0.1%
 
10.3 1 < 0.1%
 

-maltose_100g
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499997
39.2
 
1
3
 
1
4.8
 
1
(Missing)
499997
ValueCountFrequency (%) 
39.2 1 < 0.1%
 
3 1 < 0.1%
 
4.8 1 < 0.1%
 
(Missing) 499997 > 99.9%
 
Max length4
Mean length3.000002
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

-mead-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

-melissic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

-montanic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

-myristic-acid_100g
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499999
18.9
 
1
(Missing)
499999
ValueCountFrequency (%) 
18.9 1 < 0.1%
 
(Missing) 499999 > 99.9%
 
Max length4
Mean length3.000002
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

-nervonic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

-oleic-acid_100g
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499998
5.9
 
1
70
 
1
(Missing)
499998
ValueCountFrequency (%) 
5.9 1 < 0.1%
 
70 1 < 0.1%
 
(Missing) 499998 > 99.9%
 
Max length4
Mean length3.000002
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

-palmitic-acid_100g
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499999
8.1
 
1
(Missing)
499999
ValueCountFrequency (%) 
8.1 1 < 0.1%
 
(Missing) 499999 > 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

-stearic-acid_100g
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499999
3
 
1
(Missing)
499999
ValueCountFrequency (%) 
3 1 < 0.1%
 
(Missing) 499999 > 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

-sucrose_100g
Numeric

Distinct count9
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499989
Infinite (%)0.0%
Infinite (n)0
Mean15.40545455
Minimum0.3
Maximum75.3
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.3
5-th percentile0.3
Q10.55
Median2.23
Q318.15
95-th percentile61
Maximum75.3
Range75
Interquartile range17.6

Descriptive statistics

Standard deviation24.74913629
Coef of variation1.606517758
Kurtosis2.737385013
Mean15.40545455
MAD18.85157025
Skewness1.837940836
Sum169.46
Variance612.5197473
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%) 
0.3 3 < 0.1%
 
2.23 2 < 0.1%
 
46.7 1 < 0.1%
 
75.3 1 < 0.1%
 
8.4 1 < 0.1%
 
5 1 < 0.1%
 
0.8 1 < 0.1%
 
27.9 1 < 0.1%
 
(Missing) 499989 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0.3 3 < 0.1%
 
0.8 1 < 0.1%
 
2.23 2 < 0.1%
 
5 1 < 0.1%
 
8.4 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
75.3 1 < 0.1%
 
46.7 1 < 0.1%
 
27.9 1 < 0.1%
 
8.4 1 < 0.1%
 
5 1 < 0.1%
 

additives
Categorical

Distinct count17
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499984
[ contains-sulfites -> en:contains-sulfites ] [ sulfites -> en:sulfites ]
 
1
[ viande-de-porc -> fr:viande-de-porc ] [ viande-de -> fr:viande-de ] [ viande -> fr:viande ] [ 174-g-pour-100-g-de-produits -> fr:174-g-pour-100-g-de-produits ] [ 174-g-pour-100-g-de -> fr:174-g-pour-100-g-de ] [ 174-g-pour-100-g -> fr:174-g-pour-100-g ] [ 174-g-pour-100 -> fr:174-g-pour-100 ] [ 174-g-pour -> fr:174-g-pour ] [ 174-g -> fr:174-g ] [ 174 -> fr:174 ] [ sel -> fr:sel ] [ lactose -> fr:lactose ] [ epices-et-aromates -> fr:epices-et-aromates ] [ epices-et -> fr:epices-et ] [ epices -> fr:epices ] [ aromes-naturels -> fr:aromes-naturels ] [ aromes -> fr:aromes ] [ dextrose -> fr:dextrose ] [ sucre -> fr:sucre ] [ conservateur -> fr:conservateur ] [ nitrate-de-potassium -> en:e252 -> exists -- mandatory_additive_class: en:preservative (current: en:preservative) -- ok ] [ ferments -> fr:ferments ] [ boyau-naturel-de-porc -> fr:boyau-naturel-de-porc ] [ boyau-naturel-de -> fr:boyau-naturel-de ] [ boyau-naturel -> fr:boyau-naturel ] [ boyau -> fr:boyau ] [ poudre-de-fleurage -> fr:poudre-de-fleurage ] [ poudre-de -> fr:poudre-de ] [ poudre -> fr:poudre ] [ talc -> en:e553b -> exists -- ok ] [ carbonate-de-calcium -> en:e170 -> exists -- mandatory_additive_class: en:acidity-regulator, en:anti-caking-agent, en:stabiliser, en:firming-agent, en:flour-treatment-agent, en:glazing-agent, en:colour (current: en:anti-caking-agent) -- ok ]
 
1
[ 37-apfel -> de:37-apfel ] [ susse-brombeerblatter -> de:susse-brombeerblatter ] [ hagebutten -> de:hagebutten ] [ hibiskus -> de:hibiskus ] [ aroma -> de:aroma ] [ apfel -> de:apfel ] [ feige -> de:feige ] [ orangenschalen -> de:orangenschalen ] [ sussholzwurzeln -> de:sussholzwurzeln ] [ anis -> de:anis ] [ sauerungsmittel -> de:sauerungsmittel ] [ citronensaure -> en:e330 -> exists -- ok ] [ feigensaftgranulat -> de:feigensaftgranulat ] [ maltodextrin -> de:maltodextrin ] [ feigensaftkonzentrat -> de:feigensaftkonzentrat ] [ dattelsaftgranulat -> de:dattelsaftgranulat ] [ maltodextrin -> de:maltodextrin ] [ dattelsaftkonzentrat -> de:dattelsaftkonzentrat ]
 
1
Other values (13)
 
13
(Missing)
499984
ValueCountFrequency (%) 
[ contains-sulfites -> en:contains-sulfites ] [ sulfites -> en:sulfites ] 1 < 0.1%
 
[ viande-de-porc -> fr:viande-de-porc ] [ viande-de -> fr:viande-de ] [ viande -> fr:viande ] [ 174-g-pour-100-g-de-produits -> fr:174-g-pour-100-g-de-produits ] [ 174-g-pour-100-g-de -> fr:174-g-pour-100-g-de ] [ 174-g-pour-100-g -> fr:174-g-pour-100-g ] [ 174-g-pour-100 -> fr:174-g-pour-100 ] [ 174-g-pour -> fr:174-g-pour ] [ 174-g -> fr:174-g ] [ 174 -> fr:174 ] [ sel -> fr:sel ] [ lactose -> fr:lactose ] [ epices-et-aromates -> fr:epices-et-aromates ] [ epices-et -> fr:epices-et ] [ epices -> fr:epices ] [ aromes-naturels -> fr:aromes-naturels ] [ aromes -> fr:aromes ] [ dextrose -> fr:dextrose ] [ sucre -> fr:sucre ] [ conservateur -> fr:conservateur ] [ nitrate-de-potassium -> en:e252 -> exists -- mandatory_additive_class: en:preservative (current: en:preservative) -- ok ] [ ferments -> fr:ferments ] [ boyau-naturel-de-porc -> fr:boyau-naturel-de-porc ] [ boyau-naturel-de -> fr:boyau-naturel-de ] [ boyau-naturel -> fr:boyau-naturel ] [ boyau -> fr:boyau ] [ poudre-de-fleurage -> fr:poudre-de-fleurage ] [ poudre-de -> fr:poudre-de ] [ poudre -> fr:poudre ] [ talc -> en:e553b -> exists -- ok ] [ carbonate-de-calcium -> en:e170 -> exists -- mandatory_additive_class: en:acidity-regulator, en:anti-caking-agent, en:stabiliser, en:firming-agent, en:flour-treatment-agent, en:glazing-agent, en:colour (current: en:anti-caking-agent) -- ok ] 1 < 0.1%
 
[ 37-apfel -> de:37-apfel ] [ susse-brombeerblatter -> de:susse-brombeerblatter ] [ hagebutten -> de:hagebutten ] [ hibiskus -> de:hibiskus ] [ aroma -> de:aroma ] [ apfel -> de:apfel ] [ feige -> de:feige ] [ orangenschalen -> de:orangenschalen ] [ sussholzwurzeln -> de:sussholzwurzeln ] [ anis -> de:anis ] [ sauerungsmittel -> de:sauerungsmittel ] [ citronensaure -> en:e330 -> exists -- ok ] [ feigensaftgranulat -> de:feigensaftgranulat ] [ maltodextrin -> de:maltodextrin ] [ feigensaftkonzentrat -> de:feigensaftkonzentrat ] [ dattelsaftgranulat -> de:dattelsaftgranulat ] [ maltodextrin -> de:maltodextrin ] [ dattelsaftkonzentrat -> de:dattelsaftkonzentrat ] 1 < 0.1%
 
[ puree-de-raisins-biologique -> fr:puree-de-raisins-biologique ] [ puree-de-raisins -> fr:puree-de-raisins ] [ puree-de -> fr:puree-de ] [ puree -> fr:puree ] [ sucre-de-canne-biologioe-equtable-quot -> fr:sucre-de-canne-biologioe-equtable-quot ] [ sucre-de-canne-biologioe-equtable -> fr:sucre-de-canne-biologioe-equtable ] [ sucre-de-canne-biologioe -> fr:sucre-de-canne-biologioe ] [ sucre-de-canne -> fr:sucre-de-canne ] [ sucre-de -> fr:sucre-de ] [ sucre -> fr:sucre ] [ pectine-de-pomme-naturelle -> fr:pectine-de-pomme-naturelle ] [ pectine-de-pomme -> fr:pectine-de-pomme ] [ pectine-de -> fr:pectine-de ] [ pectine -> en:e440i -> exists -- ok ] [ acide-ascorbique -> en:e300 -> exists -- mandatory_additive_class: en:acidity-regulator,en:antioxidant,en:flour-treatment-agent,en:sequestrant,en:acid (current: ingredient) -> exists as a vitamin en:l-ascorbic-acid ] [ vitamine-c -> en:e300 -- already seen ] [ ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source-certified-ecosocial-by-ibd -> fr:ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source-certified-ecosocial-by-ibd ] [ ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source-certified-ecosocial-by -> fr:ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source-certified-ecosocial-by ] [ ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source-certified-ecosocial -> fr:ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source-certified-ecosocial ] [ ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source-certified -> fr:ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source-certified ] [ ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source -> fr:ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source ] [ ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly -> fr:ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly ] [ ae-otrique-made-with-organic-sugar-from-an-ethical-and -> fr:ae-otrique-made-with-organic-sugar-from-an-ethical-and ] [ ae-otrique-made-with-organic-sugar-from-an-ethical -> fr:ae-otrique-made-with-organic-sugar-from-an-ethical ] [ ae-otrique-made-with-organic-sugar-from-an -> fr:ae-otrique-made-with-organic-sugar-from-an ] [ ae-otrique-made-with-organic-sugar-from -> fr:ae-otrique-made-with-organic-sugar-from ] [ ae-otrique-made-with-organic-sugar -> fr:ae-otrique-made-with-organic-sugar ] [ ae-otrique-made-with-organic -> fr:ae-otrique-made-with-organic ] [ ae-otrique-made-with -> fr:ae-otrique-made-with ] [ ae-otrique-made -> fr:ae-otrique-made ] [ ae-otrique -> fr:ae-otrique ] [ ae -> fr:ae ] [ fait-avec-du-sucre-biologique-de-source-respete-de-tethique-et-de-l-environnement -> fr:fait-avec-du-sucre-biologique-de-source-respete-de-tethique-et-de-l-environnement ] [ fait-avec-du-sucre-biologique-de-source-respete-de-tethique-et-de-l -> fr:fait-avec-du-sucre-biologique-de-source-respete-de-tethique-et-de-l ] [ fait-avec-du-sucre-biologique-de-source-respete-de-tethique-et-de -> fr:fait-avec-du-sucre-biologique-de-source-respete-de-tethique-et-de ] [ fait-avec-du-sucre-biologique-de-source-respete-de-tethique-et -> fr:fait-avec-du-sucre-biologique-de-source-respete-de-tethique-et ] [ fait-avec-du-sucre-biologique-de-source-respete-de-tethique -> fr:fait-avec-du-sucre-biologique-de-source-respete-de-tethique ] [ fait-avec-du-sucre-biologique-de-source-respete-de -> fr:fait-avec-du-sucre-biologique-de-source-respete-de ] [ fait-avec-du-sucre-biologique-de-source-respete -> fr:fait-avec-du-sucre-biologique-de-source-respete ] [ fait-avec-du-sucre-biologique-de-source -> fr:fait-avec-du-sucre-biologique-de-source ] [ fait-avec-du-sucre-biologique-de -> fr:fait-avec-du-sucre-biologique-de ] [ fait-avec-du-sucre-biologique -> fr:fait-avec-du-sucre-biologique ] [ fait-avec-du-sucre -> fr:fait-avec-du-sucre ] [ fait-avec-du -> fr:fait-avec-du ] [ fait-avec -> fr:fait-avec ] [ fait -> fr:fait ] [ certifie-ecosocial-par-ibd-refrigerate-avs -> fr:certifie-ecosocial-par-ibd-refrigerate-avs ] [ certifie-ecosocial-par-ibd-refrigerate -> fr:certifie-ecosocial-par-ibd-refrigerate ] [ certifie-ecosocial-par-ibd -> fr:certifie-ecosocial-par-ibd ] [ certifie-ecosocial-par -> fr:certifie-ecosocial-par ] [ certifie-ecosocial -> fr:certifie-ecosocial ] [ certifie -> fr:certifie ] 1 < 0.1%
 
[ proteinmischung -> de:proteinmischung ] [ sojaprotein -> de:sojaprotein ] [ weizenprotein -> de:weizenprotein ] [ molkenprotein -> de:molkenprotein ] [ wheyprotein -> de:wheyprotein ] [ milchprotein -> de:milchprotein ] [ huhnereiweiss -> de:huhnereiweiss ] [ kakaopulver -> de:kakaopulver ] [ nur-sorte-schoko -> de:nur-sorte-schoko ] [ aroma -> de:aroma ] [ pflanzenol -> de:pflanzenol ] [ sussungsmittel-natriumsaccharin-und-acesulfam-k -> de:sussungsmittel-natriumsaccharin-und-acesulfam-k ] 1 < 0.1%
 
[ oucheri-andre-du-prc-tomme-chevre-pyrenee-34-mrt -> fr:oucheri-andre-du-prc-tomme-chevre-pyrenee-34-mrt ] [ oucheri-andre-du-prc-tomme-chevre-pyrenee-34 -> fr:oucheri-andre-du-prc-tomme-chevre-pyrenee-34 ] [ oucheri-andre-du-prc-tomme-chevre-pyrenee -> fr:oucheri-andre-du-prc-tomme-chevre-pyrenee ] [ oucheri-andre-du-prc-tomme-chevre -> fr:oucheri-andre-du-prc-tomme-chevre ] [ oucheri-andre-du-prc-tomme -> fr:oucheri-andre-du-prc-tomme ] [ oucheri-andre-du-prc -> fr:oucheri-andre-du-prc ] [ oucheri-andre-du -> fr:oucheri-andre-du ] [ oucheri-andre -> fr:oucheri-andre ] [ oucheri -> fr:oucheri ] [ gr -> fr:gr ] [ coupe-origine -> fr:coupe-origine ] [ coupe -> fr:coupe ] [ pyrenees-rttantiques -> fr:pyrenees-rttantiques ] [ pyrenees -> fr:pyrenees ] [ croute-non-consommable-resure-animale -> fr:croute-non-consommable-resure-animale ] [ croute-non-consommable-resure -> fr:croute-non-consommable-resure ] [ croute-non-consommable -> fr:croute-non-consommable ] [ croute-non -> fr:croute-non ] [ croute -> fr:croute ] [ ferments-ingredients-lait-de-chevre-pasteurise -> fr:ferments-ingredients-lait-de-chevre-pasteurise ] [ ferments-ingredients-lait-de-chevre -> fr:ferments-ingredients-lait-de-chevre ] [ ferments-ingredients-lait-de -> fr:ferments-ingredients-lait-de ] [ ferments-ingredients-lait -> fr:ferments-ingredients-lait ] [ ferments-ingredients -> fr:ferments-ingredients ] [ ferments -> fr:ferments ] [ sel -> fr:sel ] [ lactiques -> en:e270 -> exists -- ok ] [ colorants -> fr:colorants ] [ de-croute -> fr:de-croute ] [ de -> fr:de ] [ e150c -> en:e150c -> exists -- ok ] [ e160g -> fr:e160g ] [ e153 -> en:e153 -> exists -- ok ] [ conservateur -> fr:conservateur ] [ de-croute -> fr:de-croute ] [ de -> fr:de ] [ e235 -> en:e235 -> exists -- ok ] 1 < 0.1%
 
[ pecorino-romano -> fr:pecorino-romano ] [ pecorino -> fr:pecorino ] [ fromage-a-pate-pressee-mt-gr-sur-produit-fini -> fr:fromage-a-pate-pressee-mt-gr-sur-produit-fini ] [ fromage-a-pate-pressee-mt-gr-sur-produit -> fr:fromage-a-pate-pressee-mt-gr-sur-produit ] [ fromage-a-pate-pressee-mt-gr-sur -> fr:fromage-a-pate-pressee-mt-gr-sur ] [ fromage-a-pate-pressee-mt-gr -> fr:fromage-a-pate-pressee-mt-gr ] [ fromage-a-pate-pressee-mt -> fr:fromage-a-pate-pressee-mt ] [ fromage-a-pate-pressee -> fr:fromage-a-pate-pressee ] [ fromage-a-pate -> fr:fromage-a-pate ] [ fromage-a -> fr:fromage-a ] [ fromage -> fr:fromage ] [ 31-origine-italie -> fr:31-origine-italie ] [ 31-origine -> fr:31-origine ] [ 31 -> fr:31 ] [ lait-thermise-de-brebis -> fr:lait-thermise-de-brebis ] [ lait-thermise-de -> fr:lait-thermise-de ] [ lait-thermise -> fr:lait-thermise ] [ lait -> fr:lait ] [ sel -> fr:sel ] [ presure-castelli-france-brunelli -> fr:presure-castelli-france-brunelli ] [ presure-castelli-france -> fr:presure-castelli-france ] [ presure-castelli -> fr:presure-castelli ] [ presure -> fr:presure ] [ aprilia-lt -> fr:aprilia-lt ] [ aprilia -> fr:aprilia ] [ lt-et-roma -> fr:lt-et-roma ] [ lt-et -> fr:lt-et ] [ lt -> fr:lt ] 1 < 0.1%
 
[ ingredients-genoise -> fr:ingredients-genoise ] [ ingredients -> fr:ingredients ] [ farine-de-ble -> fr:farine-de-ble ] [ farine-de -> fr:farine-de ] [ farine -> fr:farine ] [ oeuf -> fr:oeuf ] [ sucre -> fr:sucre ] [ eau -> fr:eau ] [ sirop-de-glucose-nydrate -> fr:sirop-de-glucose-nydrate ] [ sirop-de-glucose -> fr:sirop-de-glucose ] [ sirop-de -> fr:sirop-de ] [ sirop -> fr:sirop ] [ amidon-de-ble -> fr:amidon-de-ble ] [ amidon-de -> fr:amidon-de ] [ amidon -> fr:amidon ] [ emulsifiants -> fr:emulsifiants ] [ esters-lactiques-et-acetiques-des-mono-diglycerldes-d-acldes-gras -> fr:esters-lactiques-et-acetiques-des-mono-diglycerldes-d-acldes-gras ] [ esters-lactiques-et-acetiques-des-mono-diglycerldes-d-acldes -> fr:esters-lactiques-et-acetiques-des-mono-diglycerldes-d-acldes ] [ esters-lactiques-et-acetiques-des-mono-diglycerldes-d -> fr:esters-lactiques-et-acetiques-des-mono-diglycerldes-d ] [ esters-lactiques-et-acetiques-des-mono-diglycerldes -> fr:esters-lactiques-et-acetiques-des-mono-diglycerldes ] [ esters-lactiques-et-acetiques-des-mono -> fr:esters-lactiques-et-acetiques-des-mono ] [ esters-lactiques-et-acetiques-des -> fr:esters-lactiques-et-acetiques-des ] [ esters-lactiques-et-acetiques -> fr:esters-lactiques-et-acetiques ] [ esters-lactiques-et -> fr:esters-lactiques-et ] [ esters-lactiques -> fr:esters-lactiques ] [ esters -> fr:esters ] [ poudres-a-lever -> fr:poudres-a-lever ] [ poudres-a -> fr:poudres-a ] [ poudres -> fr:poudres ] [ carbonates-de-sodium-diphosphates -> fr:carbonates-de-sodium-diphosphates ] [ carbonates-de-sodium -> en:e500 -> exists -- mandatory_additive_class: en:acidity-regulator, en:raising-agent (current: en:raising-agent) -- ok ] [ sel -> fr:sel ] [ pour-re-de-lait-ecreme -> fr:pour-re-de-lait-ecreme ] [ pour-re-de-lait -> fr:pour-re-de-lait ] [ pour-re-de -> fr:pour-re-de ] [ pour-re -> fr:pour-re ] [ pour -> fr:pour ] [ beurre-17 -> fr:beurre-17 ] [ beurre -> fr:beurre ] [ siro-de-sucre-invert -> fr:siro-de-sucre-invert ] [ siro-de-sucre -> fr:siro-de-sucre ] [ siro-de -> fr:siro-de ] [ siro -> fr:siro ] [ sucre -> fr:sucre ] [ eau -> fr:eau ] [ bianc-d-oeuf -> fr:bianc-d-oeuf ] [ bianc-d -> fr:bianc-d ] [ bianc -> fr:bianc ] [ blanc-d-ceuf -> fr:blanc-d-ceuf ] [ blanc-d -> fr:blanc-d ] [ blanc -> fr:blanc ] [ stabilsant-gomme-xanthane -> fr:stabilsant-gomme-xanthane ] [ stabilsant-gomme -> fr:stabilsant-gomme ] [ stabilsant -> fr:stabilsant ] [ pate-de-cacao-9 -> fr:pate-de-cacao-9 ] [ pate-de-cacao -> fr:pate-de-cacao ] [ pate-de -> fr:pate-de ] [ pate -> fr:pate ] [ 4 -> en:fd-c ] [ sirop-de-glucose -> fr:sirop-de-glucose ] [ sirop-de -> fr:sirop-de ] [ sirop -> fr:sirop ] [ copeaux-de-chocolet-1 -> fr:copeaux-de-chocolet-1 ] [ copeaux-de-chocolet -> fr:copeaux-de-chocolet ] [ copeaux-de -> fr:copeaux-de ] [ copeaux -> fr:copeaux ] [ 1 -> en:fd-c ] [ sucre -> fr:sucre ] [ pate-de-cacao -> fr:pate-de-cacao ] [ pate-de -> fr:pate-de ] [ pate -> fr:pate ] [ beurre-de-cacao -> fr:beurre-de-cacao ] [ beurre-de -> fr:beurre-de ] [ beurre -> fr:beurre ] [ emulsiflant-lecithine-de-soja -> fr:emulsiflant-lecithine-de-soja ] [ emulsiflant-lecithine-de -> fr:emulsiflant-lecithine-de ] [ emulsiflant-lecithine -> fr:emulsiflant-lecithine ] [ emulsiflant -> fr:emulsiflant ] [ arome-naturel-de-vanille -> fr:arome-naturel-de-vanille ] [ arome-naturel-de -> fr:arome-naturel-de ] [ arome-naturel -> fr:arome-naturel ] [ arome -> fr:arome ] [ plaquettes-en-chocolat-blanc-decoree -> fr:plaquettes-en-chocolat-blanc-decoree ] [ plaquettes-en-chocolat-blanc -> fr:plaquettes-en-chocolat-blanc ] [ plaquettes-en-chocolat -> fr:plaquettes-en-chocolat ] [ plaquettes-en -> fr:plaquettes-en ] [ plaquettes -> fr:plaquettes ] [ sucre -> fr:sucre ] [ beurre-de-cacao -> fr:beurre-de-cacao ] [ beurre-de -> fr:beurre-de ] [ beurre -> fr:beurre ] [ poudre-de-lait-entler -> fr:poudre-de-lait-entler ] [ poudre-de-lait -> fr:poudre-de-lait ] [ poudre-de -> fr:poudre-de ] [ poudre -> fr:poudre ] [ poudre-de-lait-ecreme -> fr:poudre-de-lait-ecreme ] [ poudre-de-lait -> fr:poudre-de-lait ] [ poudre-de -> fr:poudre-de ] [ poudre -> fr:poudre ] [ matiere-grasse-laitiere-anhydre -> fr:matiere-grasse-laitiere-anhydre ] [ matiere-grasse-laitiere -> fr:matiere-grasse-laitiere ] [ matiere-grasse -> fr:matiere-grasse ] [ matiere -> fr:matiere ] [ cacao-en-poudre -> fr:cacao-en-poudre ] [ cacao-en -> fr:cacao-en ] [ cacao -> fr:cacao ] [ arome-naturel-de-vanlle -> fr:arome-naturel-de-vanlle ] [ arome-naturel-de -> fr:arome-naturel-de ] [ arome-naturel -> fr:arome-naturel ] [ arome -> fr:arome ] [ emulsiflants-lecithine-de-soja-polyglycerol -> fr:emulsiflants-lecithine-de-soja-polyglycerol ] [ emulsiflants-lecithine-de-soja -> fr:emulsiflants-lecithine-de-soja ] [ emulsiflants-lecithine-de -> fr:emulsiflants-lecithine-de ] [ emulsiflants-lecithine -> fr:emulsiflants-lecithine ] [ emulsiflants -> fr:emulsiflants ] [ decor -> fr:decor ] [ sucre -> fr:sucre ] [ blanc-d-ceuf-en-poudre-polyricinoleate-de-cacao-en-poudre -> fr:blanc-d-ceuf-en-poudre-polyricinoleate-de-cacao-en-poudre ] [ blanc-d-ceuf-en-poudre-polyricinoleate-de-cacao-en -> fr:blanc-d-ceuf-en-poudre-polyricinoleate-de-cacao-en ] [ blanc-d-ceuf-en-poudre-polyricinoleate-de-cacao -> fr:blanc-d-ceuf-en-poudre-polyricinoleate-de-cacao ] [ blanc-d-ceuf-en-poudre-polyricinoleate-de -> fr:blanc-d-ceuf-en-poudre-polyricinoleate-de ] [ blanc-d-ceuf-en-poudre-polyricinoleate -> fr:blanc-d-ceuf-en-poudre-polyricinoleate ] [ blanc-d-ceuf-en-poudre -> fr:blanc-d-ceuf-en-poudre ] [ blanc-d-ceuf-en -> fr:blanc-d-ceuf-en ] [ blanc-d-ceuf -> fr:blanc-d-ceuf ] [ blanc-d -> fr:blanc-d ] [ blanc -> fr:blanc ] [ eau -> fr:eau ] [ stablisant -> fr:stablisant ] [ tartrates-de-potassium -> en:e336 -> exists -- ok ] [ epalssi-ssant -> fr:epalssi-ssant ] [ epalssi -> fr:epalssi ] [ gomme-arablque-cacao-en-poudre-0 -> fr:gomme-arablque-cacao-en-poudre-0 ] [ gomme-arablque-cacao-en-poudre -> fr:gomme-arablque-cacao-en-poudre ] [ gomme-arablque-cacao-en -> fr:gomme-arablque-cacao-en ] [ gomme-arablque-cacao -> fr:gomme-arablque-cacao ] [ gomme-arablque -> fr:gomme-arablque -- spell correction (lc: fr): gomme-arablque -> gomme-arabique ] [ gomme-arabique -> en:e414 -> exists -- ok ] [ 2 -> en:fd-c ] [ rhum -> fr:rhum ] [ alcool -> fr:alcool ] [ colorant -> fr:colorant ] [ caramel-ordinaire -> en:e150a -> exists -- ok ] [ traces-eventuelles-de-fruits-a-coque -> fr:traces-eventuelles-de-fruits-a-coque ] [ traces-eventuelles-de-fruits-a -> fr:traces-eventuelles-de-fruits-a ] [ traces-eventuelles-de-fruits -> fr:traces-eventuelles-de-fruits ] [ traces-eventuelles-de -> fr:traces-eventuelles-de ] [ traces-eventuelles -> fr:traces-eventuelles ] [ traces -> fr:traces ] [ les-informations-en-majuscules-sont-destinees-aux-personnes-intolerantes-ou-allerglques -> fr:les-informations-en-majuscules-sont-destinees-aux-personnes-intolerantes-ou-allerglques ] [ les-informations-en-majuscules-sont-destinees-aux-personnes-intolerantes-ou -> fr:les-informations-en-majuscules-sont-destinees-aux-personnes-intolerantes-ou ] [ les-informations-en-majuscules-sont-destinees-aux-personnes-intolerantes -> fr:les-informations-en-majuscules-sont-destinees-aux-personnes-intolerantes ] [ les-informations-en-majuscules-sont-destinees-aux-personnes -> fr:les-informations-en-majuscules-sont-destinees-aux-personnes ] [ les-informations-en-majuscules-sont-destinees-aux -> fr:les-informations-en-majuscules-sont-destinees-aux ] [ les-informations-en-majuscules-sont-destinees -> fr:les-informations-en-majuscules-sont-destinees ] [ les-informations-en-majuscules-sont -> fr:les-informations-en-majuscules-sont ] [ les-informations-en-majuscules -> fr:les-informations-en-majuscules ] [ les-informations-en -> fr:les-informations-en ] [ les-informations -> fr:les-informations ] [ les -> fr:les ] [ ssu-de-poules-elevees-en-plein-air-contient-0-05-d-alcool -> fr:ssu-de-poules-elevees-en-plein-air-contient-0-05-d-alcool ] [ ssu-de-poules-elevees-en-plein-air-contient-0-05-d -> fr:ssu-de-poules-elevees-en-plein-air-contient-0-05-d ] [ ssu-de-poules-elevees-en-plein-air-contient-0-05 -> fr:ssu-de-poules-elevees-en-plein-air-contient-0-05 ] [ ssu-de-poules-elevees-en-plein-air-contient-0 -> fr:ssu-de-poules-elevees-en-plein-air-contient-0 ] [ ssu-de-poules-elevees-en-plein-air-contient -> fr:ssu-de-poules-elevees-en-plein-air-contient ] [ ssu-de-poules-elevees-en-plein-air -> fr:ssu-de-poules-elevees-en-plein-air ] [ ssu-de-poules-elevees-en-plein -> fr:ssu-de-poules-elevees-en-plein ] [ ssu-de-poules-elevees-en -> fr:ssu-de-poules-elevees-en ] [ ssu-de-poules-elevees -> fr:ssu-de-poules-elevees ] [ ssu-de-poules -> fr:ssu-de-poules ] [ ssu-de -> fr:ssu-de ] [ ssu -> fr:ssu ] [ ne-convient-pas-aux-enants-et-aux-femmes-enceintes -> fr:ne-convient-pas-aux-enants-et-aux-femmes-enceintes ] [ ne-convient-pas-aux-enants-et-aux-femmes -> fr:ne-convient-pas-aux-enants-et-aux-femmes ] [ ne-convient-pas-aux-enants-et-aux -> fr:ne-convient-pas-aux-enants-et-aux ] [ ne-convient-pas-aux-enants-et -> fr:ne-convient-pas-aux-enants-et ] [ ne-convient-pas-aux-enants -> fr:ne-convient-pas-aux-enants ] [ ne-convient-pas-aux -> fr:ne-convient-pas-aux ] [ ne-convient-pas -> fr:ne-convient-pas ] [ ne-convient -> fr:ne-convient ] [ ne -> fr:ne ] [ cecao-centifie-utz-100-mass-balance -> fr:cecao-centifie-utz-100-mass-balance ] [ cecao-centifie-utz-100-mass -> fr:cecao-centifie-utz-100-mass ] [ cecao-centifie-utz-100 -> fr:cecao-centifie-utz-100 ] [ cecao-centifie-utz -> fr:cecao-centifie-utz ] [ cecao-centifie -> fr:cecao-centifie ] [ cecao -> fr:cecao ] [ en-schetent-du-caceo-certifie-tz -> fr:en-schetent-du-caceo-certifie-tz ] [ en-schetent-du-caceo-certifie -> fr:en-schetent-du-caceo-certifie ] [ en-schetent-du-caceo -> fr:en-schetent-du-caceo ] [ en-schetent-du -> fr:en-schetent-du ] [ en-schetent -> fr:en-schetent ] [ en -> fr:en ] [ erhard-patissier-glacier-soutent-is-production-durable-de-cacao-www-utz-org -> fr:erhard-patissier-glacier-soutent-is-production-durable-de-cacao-www-utz-org ] [ erhard-patissier-glacier-soutent-is-production-durable-de-cacao-www-utz -> fr:erhard-patissier-glacier-soutent-is-production-durable-de-cacao-www-utz ] [ erhard-patissier-glacier-soutent-is-production-durable-de-cacao-www -> fr:erhard-patissier-glacier-soutent-is-production-durable-de-cacao-www ] [ erhard-patissier-glacier-soutent-is-production-durable-de-cacao -> fr:erhard-patissier-glacier-soutent-is-production-durable-de-cacao ] [ erhard-patissier-glacier-soutent-is-production-durable-de -> fr:erhard-patissier-glacier-soutent-is-production-durable-de ] [ erhard-patissier-glacier-soutent-is-production-durable -> fr:erhard-patissier-glacier-soutent-is-production-durable ] [ erhard-patissier-glacier-soutent-is-production -> fr:erhard-patissier-glacier-soutent-is-production ] [ erhard-patissier-glacier-soutent-is -> fr:erhard-patissier-glacier-soutent-is ] [ erhard-patissier-glacier-soutent -> fr:erhard-patissier-glacier-soutent ] [ erhard-patissier-glacier -> fr:erhard-patissier-glacier ] [ erhard-patissier -> fr:erhard-patissier ] [ erhard -> fr:erhard ] 1 < 0.1%
 
[ zuiver-bronwater -> fr:zuiver-bronwater ] [ zuiver -> fr:zuiver ] [ hop -> fr:hop ] [ en-moutsoorten -> fr:en-moutsoorten ] [ en -> fr:en ] [ gerstemout -> fr:gerstemout ] 1 < 0.1%
 
[ crevettes-98 -> fr:crevettes-98 ] [ crevettes -> fr:crevettes ] [ penaeus-vannamei-elevees-en-equateur-ou-au-vietnam-sel-vinaigre-d-alcool -> fr:penaeus-vannamei-elevees-en-equateur-ou-au-vietnam-sel-vinaigre-d-alcool ] [ penaeus-vannamei-elevees-en-equateur-ou-au-vietnam-sel-vinaigre-d -> fr:penaeus-vannamei-elevees-en-equateur-ou-au-vietnam-sel-vinaigre-d ] [ penaeus-vannamei-elevees-en-equateur-ou-au-vietnam-sel-vinaigre -> fr:penaeus-vannamei-elevees-en-equateur-ou-au-vietnam-sel-vinaigre ] [ penaeus-vannamei-elevees-en-equateur-ou-au-vietnam-sel -> fr:penaeus-vannamei-elevees-en-equateur-ou-au-vietnam-sel ] [ penaeus-vannamei-elevees-en-equateur-ou-au-vietnam -> fr:penaeus-vannamei-elevees-en-equateur-ou-au-vietnam ] [ penaeus-vannamei-elevees-en-equateur-ou-au -> fr:penaeus-vannamei-elevees-en-equateur-ou-au ] [ penaeus-vannamei-elevees-en-equateur-ou -> fr:penaeus-vannamei-elevees-en-equateur-ou ] [ penaeus-vannamei-elevees-en-equateur -> fr:penaeus-vannamei-elevees-en-equateur ] [ penaeus-vannamei-elevees-en -> fr:penaeus-vannamei-elevees-en ] [ penaeus-vannamei-elevees -> fr:penaeus-vannamei-elevees ] [ penaeus-vannamei -> fr:penaeus-vannamei ] [ penaeus -> fr:penaeus ] [ acidifiant -> fr:acidifiant ] [ citrates-de-sodium -> en:e331 -> exists -- ok ] 1 < 0.1%
 
Other values (6) 6 < 0.1%
 
(Missing) 499984 > 99.9%
 
Max length11535
Mean length3.051594
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

additives_en
Categorical

Distinct count35440
Unique (%)7.1%
Missing (%)68.0%
Missing (n)339773
E330 - Citric acid
 
11702
E322 - Lecithins,E322i - Lecithin
 
8791
E415 - Xanthan gum
 
2595
Other values (35436)
137139
(Missing)
339773
ValueCountFrequency (%) 
E330 - Citric acid 11702 2.3%
 
E322 - Lecithins,E322i - Lecithin 8791 1.8%
 
E415 - Xanthan gum 2595 0.5%
 
E440 - Pectins,E440i - Pectin 2127 0.4%
 
E14XX - Modified Starch 1633 0.3%
 
E160b - Annatto 1595 0.3%
 
E300 - Ascorbic acid 1587 0.3%
 
E250 - Sodium nitrite,E316 - Sodium erythorbate 1435 0.3%
 
E330 - Citric acid,E440 - Pectins,E440i - Pectin 1326 0.3%
 
E150c - Ammonia caramel 1279 0.3%
 
Other values (35429) 126157 25.2%
 
(Missing) 339773 68.0%
 
Max length890
Mean length26.220222
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

additives_n
Numeric

Distinct count32
Unique (%)< 0.1%
Missing (%)43.0%
Missing (n)215248
Infinite (%)0.0%
Infinite (n)0
Mean1.662032225
Minimum0
Maximum30
Zeros (%)24.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q32
95-th percentile6
Maximum30
Range30
Interquartile range2

Descriptive statistics

Standard deviation2.34022017
Coef of variation1.40804741
Kurtosis7.554572129
Mean1.662032225
MAD1.718361207
Skewness2.24578553
Sum473267
Variance5.476630443
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 124525 24.9%
 
1 56929 11.4%
 
2 33888 6.8%
 
3 21980 4.4%
 
4 15621 3.1%
 
5 10614 2.1%
 
6 7150 1.4%
 
7 5011 1.0%
 
8 3488 0.7%
 
9 1979 0.4%
 
Other values (21) 3567 0.7%
 
(Missing) 215248 43.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 124525 24.9%
 
1 56929 11.4%
 
2 33888 6.8%
 
3 21980 4.4%
 
4 15621 3.1%
 

Maximum 5 values

ValueCountFrequency (%) 
30 4 < 0.1%
 
29 3 < 0.1%
 
28 1 < 0.1%
 
27 2 < 0.1%
 
26 5 < 0.1%
 

additives_tags
Categorical

Distinct count35440
Unique (%)7.1%
Missing (%)68.0%
Missing (n)339773
en:e330
 
11702
en:e322,en:e322i
 
8791
en:e415
 
2595
Other values (35436)
137139
(Missing)
339773
ValueCountFrequency (%) 
en:e330 11702 2.3%
 
en:e322,en:e322i 8791 1.8%
 
en:e415 2595 0.5%
 
en:e440,en:e440i 2127 0.4%
 
en:e14xx 1633 0.3%
 
en:e160b 1595 0.3%
 
en:e300 1587 0.3%
 
en:e250,en:e316 1435 0.3%
 
en:e330,en:e440,en:e440i 1326 0.3%
 
en:e150c 1279 0.3%
 
Other values (35429) 126157 25.2%
 
(Missing) 339773 68.0%
 
Max length283
Mean length10.634036
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

alcohol_100g
Numeric

Distinct count141
Unique (%)< 0.1%
Missing (%)99.1%
Missing (n)495608
Infinite (%)0.0%
Infinite (n)0
Mean6.516067623
Minimum0
Maximum100
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q312
95-th percentile36.675
Maximum100
Range100
Interquartile range12

Descriptive statistics

Standard deviation10.50107818
Coef of variation1.611566789
Kurtosis9.284970347
Mean6.516067623
MAD7.331072902
Skewness2.661940447
Sum28618.569
Variance110.2726429
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 2239 0.4%
 
12.5 235 < 0.1%
 
12 199 < 0.1%
 
13 196 < 0.1%
 
40 110 < 0.1%
 
5 103 < 0.1%
 
13.5 98 < 0.1%
 
4.5 76 < 0.1%
 
11 59 < 0.1%
 
15 57 < 0.1%
 
Other values (130) 1020 0.2%
 
(Missing) 495608 99.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2239 0.4%
 
0.03 1 < 0.1%
 
0.1 2 < 0.1%
 
0.3 4 < 0.1%
 
0.4 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 2 < 0.1%
 
80 1 < 0.1%
 
73 1 < 0.1%
 
71 1 < 0.1%
 
69 1 < 0.1%
 

allergens
Categorical

Distinct count13122
Unique (%)2.6%
Missing (%)91.7%
Missing (n)458506
en:milk
 
3674
en:gluten
 
1763
en:gluten,en:milk
 
1022
Other values (13118)
 
35035
(Missing)
458506
ValueCountFrequency (%) 
en:milk 3674 0.7%
 
en:gluten 1763 0.4%
 
en:gluten,en:milk 1022 0.2%
 
en:eggs,en:gluten,en:milk 812 0.2%
 
blé 794 0.2%
 
Lait 682 0.1%
 
sulfites 632 0.1%
 
lait 565 0.1%
 
en:fish 462 0.1%
 
en:sulphur-dioxide-and-sulphites 457 0.1%
 
Other values (13111) 30631 6.1%
 
(Missing) 458506 91.7%
 
Max length1239
Mean length4.69107
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

allergens_en
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

beta-carotene_100g
Numeric

Distinct count15
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499975
Infinite (%)0.0%
Infinite (n)0
Mean1.52833548
Minimum7e-06
Maximum38
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum7e-06
5-th percentile9.6e-06
Q11.2e-05
Median3.2e-05
Q35.2e-05
95-th percentile0.1609044
Maximum38
Range37.999993
Interquartile range4e-05

Descriptive statistics

Standard deviation7.59836823
Coef of variation4.971662524
Kurtosis24.99844041
Mean1.52833548
MAD2.917733162
Skewness4.999775874
Sum38.208387
Variance57.73519975
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
1.2e-05 6 < 0.1%
 
3.2e-05 5 < 0.1%
 
3.6e-05 2 < 0.1%
 
2.5e-05 2 < 0.1%
 
0.00253 1 < 0.1%
 
0.004522 1 < 0.1%
 
6.3e-05 1 < 0.1%
 
7e-06 1 < 0.1%
 
5.2e-05 1 < 0.1%
 
9e-06 1 < 0.1%
 
Other values (4) 4 < 0.1%
 
(Missing) 499975 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
7e-06 1 < 0.1%
 
9e-06 1 < 0.1%
 
1.2e-05 6 < 0.1%
 
2.5e-05 2 < 0.1%
 
3.2e-05 5 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
38 1 < 0.1%
 
0.2 1 < 0.1%
 
0.004522 1 < 0.1%
 
0.00253 1 < 0.1%
 
0.000812 1 < 0.1%
 

beta-glucan_100g
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499997
2.8
 
1
3.9
 
1
3.6
 
1
(Missing)
499997
ValueCountFrequency (%) 
2.8 1 < 0.1%
 
3.9 1 < 0.1%
 
3.6 1 < 0.1%
 
(Missing) 499997 > 99.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

bicarbonate_100g
Numeric

Distinct count82
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499879
Infinite (%)0.0%
Infinite (n)0
Mean0.8327225314
Minimum6.3e-06
Maximum36
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum6.3e-06
5-th percentile0.0071
Q10.0288
Median0.08
Q30.312
95-th percentile2.989
Maximum36
Range35.9999937
Interquartile range0.2832

Descriptive statistics

Standard deviation3.793178726
Coef of variation4.555153227
Kurtosis67.39931035
Mean0.8327225314
MAD1.251762101
Skewness7.875925782
Sum100.7594263
Variance14.38820485
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.36 6 < 0.1%
 
0.036 6 < 0.1%
 
0.0173 3 < 0.1%
 
0.137 3 < 0.1%
 
4.368 3 < 0.1%
 
1.25 3 < 0.1%
 
0.0071 3 < 0.1%
 
0.0312 2 < 0.1%
 
2.989 2 < 0.1%
 
0.0074 2 < 0.1%
 
Other values (71) 88 < 0.1%
 
(Missing) 499879 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
6.3e-06 1 < 0.1%
 
0.0021 1 < 0.1%
 
0.0052 1 < 0.1%
 
0.0059 1 < 0.1%
 
0.0063 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
36 1 < 0.1%
 
20 1 < 0.1%
 
5.2 1 < 0.1%
 
4.368 3 < 0.1%
 
2.989 2 < 0.1%
 

biotin_100g
Numeric

Distinct count81
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499807
Infinite (%)0.0%
Infinite (n)0
Mean0.07782902706
Minimum0
Maximum15
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1.648e-06
Q17.5e-06
Median1.5e-05
Q34.15e-05
95-th percentile0.0001524
Maximum15
Range15
Interquartile range3.4e-05

Descriptive statistics

Standard deviation1.079715903
Coef of variation13.87292048
Kurtosis192.9998902
Mean0.07782902706
MAD0.1546338961
Skewness13.89243809
Sum15.02100222
Variance1.165786432
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
4.15e-05 21 < 0.1%
 
7.5e-06 21 < 0.1%
 
3e-05 8 < 0.1%
 
4.2e-05 8 < 0.1%
 
1e-05 6 < 0.1%
 
1.5e-05 6 < 0.1%
 
9e-06 6 < 0.1%
 
2e-05 6 < 0.1%
 
5e-05 5 < 0.1%
 
1.8e-06 5 < 0.1%
 
Other values (70) 101 < 0.1%
 
(Missing) 499807 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4 < 0.1%
 
2e-09 1 < 0.1%
 
6e-07 1 < 0.1%
 
1.4e-06 1 < 0.1%
 
1.5e-06 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
15 1 < 0.1%
 
0.005 2 < 0.1%
 
0.00327 1 < 0.1%
 
0.001724 1 < 0.1%
 
0.0009 1 < 0.1%
 

brands
Categorical

Distinct count59675
Unique (%)11.9%
Missing (%)32.2%
Missing (n)161216
U
 
5212
Casino
 
3630
Leader Price
 
3434
Other values (59671)
326508
(Missing)
161216
ValueCountFrequency (%) 
U 5212 1.0%
 
Casino 3630 0.7%
 
Leader Price 3434 0.7%
 
Cora 2838 0.6%
 
Carrefour 2497 0.5%
 
Meijer 1975 0.4%
 
Monoprix 1868 0.4%
 
Picard 1852 0.4%
 
Kroger 1699 0.3%
 
Netto 1649 0.3%
 
Other values (59664) 312130 62.4%
 
(Missing) 161216 32.2%
 
Max length142
Mean length10.61742
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

brands_tags
Categorical

Distinct count49225
Unique (%)9.8%
Missing (%)32.2%
Missing (n)161242
u
 
5264
leader-price
 
3757
casino
 
3705
Other values (49221)
326032
(Missing)
161242
ValueCountFrequency (%) 
u 5264 1.1%
 
leader-price 3757 0.8%
 
casino 3705 0.7%
 
cora 2898 0.6%
 
carrefour 2646 0.5%
 
meijer 1976 0.4%
 
monoprix 1918 0.4%
 
picard 1897 0.4%
 
kroger 1701 0.3%
 
netto 1675 0.3%
 
Other values (49214) 311321 62.3%
 
(Missing) 161242 32.2%
 
Max length128
Mean length10.278686
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

caffeine_100g
Numeric

Distinct count49
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499921
Infinite (%)0.0%
Infinite (n)0
Mean1.571127089
Minimum0
Maximum42.28
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.01035
Median0.028
Q30.075
95-th percentile4.1
Maximum42.28
Range42.28
Interquartile range0.06465

Descriptive statistics

Standard deviation6.561463628
Coef of variation4.176278084
Kurtosis33.70768018
Mean1.571127089
MAD2.493777741
Skewness5.791237241
Sum124.11904
Variance43.05280494
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 13 < 0.1%
 
2 7 < 0.1%
 
0.02 4 < 0.1%
 
0.021 4 < 0.1%
 
0.017 2 < 0.1%
 
0.00958 2 < 0.1%
 
0.0333 2 < 0.1%
 
4 2 < 0.1%
 
0.0187 2 < 0.1%
 
0.052 2 < 0.1%
 
Other values (38) 39 < 0.1%
 
(Missing) 499921 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 13 < 0.1%
 
0.004 1 < 0.1%
 
0.00705 1 < 0.1%
 
0.00783 1 < 0.1%
 
0.00958 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
42.28 1 < 0.1%
 
40 1 < 0.1%
 
8.42 1 < 0.1%
 
5 1 < 0.1%
 
4 2 < 0.1%
 

calcium_100g
Numeric

Distinct count1129
Unique (%)0.2%
Missing (%)72.4%
Missing (n)361778
Infinite (%)0.0%
Infinite (n)0
Mean0.1679926138
Minimum0
Maximum950
Zeros (%)10.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.035
Q30.106
95-th percentile0.5
Maximum950
Range950
Interquartile range0.106

Descriptive statistics

Standard deviation5.696057826
Coef of variation33.90659683
Kurtosis13388.4328
Mean0.1679926138
MAD0.2211833138
Skewness108.46053
Sum23220.27506
Variance32.44507475
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 49917 10.0%
 
0.071 5534 1.1%
 
0.067 2962 0.6%
 
0.714 2944 0.6%
 
0.1 2227 0.4%
 
0.133 2204 0.4%
 
0.143 2114 0.4%
 
0.016 1798 0.4%
 
0.05 1784 0.4%
 
0.024 1757 0.4%
 
Other values (1118) 64981 13.0%
 
(Missing) 361778 72.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 49917 10.0%
 
2.4e-06 1 < 0.1%
 
3e-05 1 < 0.1%
 
0.00014 2 < 0.1%
 
0.00024 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
950 1 < 0.1%
 
700 1 < 0.1%
 
694.737 1 < 0.1%
 
667 1 < 0.1%
 
613.636 1 < 0.1%
 

carbohydrates_100g
Numeric

Distinct count6383
Unique (%)1.3%
Missing (%)19.4%
Missing (n)96870
Infinite (%)0.0%
Infinite (n)0
Mean28.27453153
Minimum0
Maximum20000
Zeros (%)7.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q13.1
Median15
Q353
95-th percentile80
Maximum20000
Range20000
Interquartile range49.9

Descriptive statistics

Standard deviation55.06832683
Coef of variation1.947630035
Kurtosis53040.349
Mean28.27453153
MAD25.4142867
Skewness176.5444775
Sum11398311.9
Variance3032.52062
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 35949 7.2%
 
0.5 10768 2.2%
 
1 7980 1.6%
 
3.57 4172 0.8%
 
50 3968 0.8%
 
60 3193 0.6%
 
20 3117 0.6%
 
10 3036 0.6%
 
0.6 2924 0.6%
 
100 2923 0.6%
 
Other values (6372) 325100 65.0%
 
(Missing) 96870 19.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 35949 7.2%
 
1e-10 2 < 0.1%
 
1e-09 2 < 0.1%
 
1e-07 1 < 0.1%
 
5e-07 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
20000 1 < 0.1%
 
11000 1 < 0.1%
 
10400 1 < 0.1%
 
10000 1 < 0.1%
 
4800 1 < 0.1%
 

carbon-footprint-from-meat-or-fish_100g
Numeric

Distinct count1672
Unique (%)0.3%
Missing (%)98.8%
Missing (n)494002
Infinite (%)0.0%
Infinite (n)0
Mean707.7408158
Minimum0.205
Maximum656298.6
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.205
5-th percentile44.1
Q1118.4
Median355.595
Q3630.5
95-th percentile2864
Maximum656298.6
Range656298.395
Interquartile range512.1

Descriptive statistics

Standard deviation8507.892887
Coef of variation12.02119858
Kurtosis5881.965386
Mean707.7408158
MAD682.2875612
Skewness76.32300141
Sum4245029.413
Variance72384241.38
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
3580 178 < 0.1%
 
666 101 < 0.1%
 
630.5 84 < 0.1%
 
74 65 < 0.1%
 
2864 46 < 0.1%
 
88.8 42 < 0.1%
 
441 42 < 0.1%
 
96.2 42 < 0.1%
 
66.6 39 < 0.1%
 
643.8 39 < 0.1%
 
Other values (1661) 5320 1.1%
 
(Missing) 494002 98.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0.205 1 < 0.1%
 
0.98 1 < 0.1%
 
2.22 1 < 0.1%
 
2.94 1 < 0.1%
 
3.92 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
656298.6 1 < 0.1%
 
6928.6 1 < 0.1%
 
5298.4 2 < 0.1%
 
4805.8 1 < 0.1%
 
4582.4 2 < 0.1%
 

carbon-footprint_100g
Numeric

Distinct count116
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499843
Infinite (%)0.0%
Infinite (n)0
Mean328.3873594
Minimum-0.000281
Maximum2760
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-0.000281
5-th percentile0
Q156.2
Median185
Q3428
95-th percentile969
Maximum2760
Range2760.000281
Interquartile range371.8

Descriptive statistics

Standard deviation431.4349721
Coef of variation1.313798963
Kurtosis12.3325802
Mean328.3873594
MAD286.1907671
Skewness3.004498528
Sum51556.81542
Variance186136.1352
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 14 < 0.1%
 
100 7 < 0.1%
 
828 4 < 0.1%
 
365 4 < 0.1%
 
340 3 < 0.1%
 
345 3 < 0.1%
 
130 3 < 0.1%
 
0.05 2 < 0.1%
 
180 2 < 0.1%
 
655 2 < 0.1%
 
Other values (105) 113 < 0.1%
 
(Missing) 499843 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.000281 1 < 0.1%
 
0 14 < 0.1%
 
0.011 1 < 0.1%
 
0.05 2 < 0.1%
 
1.7 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2760 1 < 0.1%
 
2520 1 < 0.1%
 
2380 1 < 0.1%
 
1285 1 < 0.1%
 
1275 1 < 0.1%
 

carnitine_100g
Numeric

Distinct count6
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499993
Infinite (%)0.0%
Infinite (n)0
Mean0.008371428571
Minimum0.0065
Maximum0.011
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.0065
5-th percentile0.0065
Q10.00675
Median0.0071
Q30.01025
95-th percentile0.011
Maximum0.011
Range0.0045
Interquartile range0.0035

Descriptive statistics

Standard deviation0.00206536057
Coef of variation0.2467154265
Kurtosis-2.122834446
Mean0.008371428571
MAD0.001824489796
Skewness0.5301624196
Sum0.0586
Variance4.265714286e-06
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
0.0065 2 < 0.1%
 
0.011 2 < 0.1%
 
0.007 1 < 0.1%
 
0.0071 1 < 0.1%
 
0.0095 1 < 0.1%
 
(Missing) 499993 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0.0065 2 < 0.1%
 
0.007 1 < 0.1%
 
0.0071 1 < 0.1%
 
0.0095 1 < 0.1%
 
0.011 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.011 2 < 0.1%
 
0.0095 1 < 0.1%
 
0.0071 1 < 0.1%
 
0.007 1 < 0.1%
 
0.0065 2 < 0.1%
 

casein_100g
Numeric

Distinct count14
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499980
Infinite (%)0.0%
Infinite (n)0
Mean4.535
Minimum0.7
Maximum10.7
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.7
5-th percentile1.08
Q11.4
Median4.45
Q37.25
95-th percentile10.035
Maximum10.7
Range10
Interquartile range5.85

Descriptive statistics

Standard deviation3.22413187
Coef of variation0.710944183
Kurtosis-1.064095872
Mean4.535
MAD2.705
Skewness0.4354976681
Sum90.7
Variance10.39502632
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
1.4 6 < 0.1%
 
4.7 2 < 0.1%
 
7.4 2 < 0.1%
 
10.7 1 < 0.1%
 
6.7 1 < 0.1%
 
0.7 1 < 0.1%
 
1.1 1 < 0.1%
 
3.9 1 < 0.1%
 
4.2 1 < 0.1%
 
7.2 1 < 0.1%
 
Other values (3) 3 < 0.1%
 
(Missing) 499980 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0.7 1 < 0.1%
 
1.1 1 < 0.1%
 
1.4 6 < 0.1%
 
3.9 1 < 0.1%
 
4.2 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10.7 1 < 0.1%
 
10 1 < 0.1%
 
8.4 1 < 0.1%
 
7.4 2 < 0.1%
 
7.2 1 < 0.1%
 

categories
Categorical

Distinct count37152
Unique (%)7.4%
Missing (%)65.6%
Missing (n)327913
Boissons
 
1477
Viandes, Volailles, Poulets, Filets de poulet
 
1417
Produits laitiers, Produits fermentés, Produits laitiers fermentés, Fromages, , Fromages à pâte pressée cuite, Fromages de France, Fromages labellisés, Fromages AOC, Comté
 
827
Other values (37148)
168366
(Missing)
327913
ValueCountFrequency (%) 
Boissons 1477 0.3%
 
Viandes, Volailles, Poulets, Filets de poulet 1417 0.3%
 
Produits laitiers, Produits fermentés, Produits laitiers fermentés, Fromages, , Fromages à pâte pressée cuite, Fromages de France, Fromages labellisés, Fromages AOC, Comté 827 0.2%
 
Boissons, Boissons avec sucre ajouté 741 0.1%
 
Extra-virgin olive oils 681 0.1%
 
Jambons blancs 591 0.1%
 
Beignets sucrés 577 0.1%
 
Greek yogurts 565 0.1%
 
Hot sauces 556 0.1%
 
Viandes, Volailles, Poulets, Cuisses de poulet 528 0.1%
 
Other values (37141) 164127 32.8%
 
(Missing) 327913 65.6%
 
Max length552
Mean length31.438846
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

categories_en
Categorical

Distinct count25370
Unique (%)5.1%
Missing (%)65.6%
Missing (n)327914
Meats,Poultries,Chickens,Chicken breasts
 
1694
Dairies,Fermented foods,Fermented milk products,Cheeses,,Cooked pressed cheeses,French cheeses,Labeled-cheeses,Aoc-cheeses,fr:Comté
 
1334
Meats,Prepared meats,Hams,White hams
 
1161
Other values (25366)
167897
(Missing)
327914
ValueCountFrequency (%) 
Meats,Poultries,Chickens,Chicken breasts 1694 0.3%
 
Dairies,Fermented foods,Fermented milk products,Cheeses,,Cooked pressed cheeses,French cheeses,Labeled-cheeses,Aoc-cheeses,fr:Comté 1334 0.3%
 
Meats,Prepared meats,Hams,White hams 1161 0.2%
 
Beverages,Non-Alcoholic beverages,Unsweetened beverages 1008 0.2%
 
Plant-based foods and beverages,Plant-based foods,Fats,Olive tree products,Vegetable fats,Vegetable oils,Olive oils,Extra-virgin olive oils 971 0.2%
 
Beverages,Sweetened beverages,Non-Alcoholic beverages 832 0.2%
 
Meats,Poultries,Chickens,Chicken thighs 742 0.1%
 
Dairies,Fermented foods,Fermented milk products,Yogurts,Greek yogurts 687 0.1%
 
Snacks,Sweet snacks,Biscuits and cakes,Biscuits 675 0.1%
 
Snacks,Sweet snacks,Chocolates,Dark chocolates 655 0.1%
 
Other values (25359) 162327 32.5%
 
(Missing) 327914 65.6%
 
Max length505
Mean length32.469592
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

categories_tags
Categorical

Distinct count25370
Unique (%)5.1%
Missing (%)65.6%
Missing (n)327914
en:meats,en:poultries,en:chickens,en:chicken-breasts
 
1694
en:dairies,en:fermented-foods,en:fermented-milk-products,en:cheeses,,en:cooked-pressed-cheeses,en:french-cheeses,en:labeled-cheeses,en:aoc-cheeses,fr:comte
 
1334
en:meats,en:prepared-meats,en:hams,en:white-hams
 
1161
Other values (25366)
167897
(Missing)
327914
ValueCountFrequency (%) 
en:meats,en:poultries,en:chickens,en:chicken-breasts 1694 0.3%
 
en:dairies,en:fermented-foods,en:fermented-milk-products,en:cheeses,,en:cooked-pressed-cheeses,en:french-cheeses,en:labeled-cheeses,en:aoc-cheeses,fr:comte 1334 0.3%
 
en:meats,en:prepared-meats,en:hams,en:white-hams 1161 0.2%
 
en:beverages,en:non-alcoholic-beverages,en:unsweetened-beverages 1008 0.2%
 
en:plant-based-foods-and-beverages,en:plant-based-foods,en:fats,en:olive-tree-products,en:vegetable-fats,en:vegetable-oils,en:olive-oils,en:extra-virgin-olive-oils 971 0.2%
 
en:beverages,en:sweetened-beverages,en:non-alcoholic-beverages 832 0.2%
 
en:meats,en:poultries,en:chickens,en:chicken-thighs 742 0.1%
 
en:dairies,en:fermented-foods,en:fermented-milk-products,en:yogurts,en:greek-yogurts 687 0.1%
 
en:snacks,en:sweet-snacks,en:biscuits-and-cakes,en:biscuits 675 0.1%
 
en:snacks,en:sweet-snacks,en:chocolates,en:dark-chocolates 655 0.1%
 
Other values (25359) 162327 32.5%
 
(Missing) 327914 65.6%
 
Max length577
Mean length38.049972
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

chloride_100g
Numeric

Distinct count117
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499789
Infinite (%)0.0%
Infinite (n)0
Mean1.627824886
Minimum3e-06
Maximum326
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum3e-06
5-th percentile0.0001
Q10.0015
Median0.01
Q30.0526
95-th percentile0.3795
Maximum326
Range325.999997
Interquartile range0.0511

Descriptive statistics

Standard deviation22.43837936
Coef of variation13.78427099
Kurtosis210.9488296
Mean1.627824886
MAD3.087624173
Skewness14.52322071
Sum343.471051
Variance503.4808681
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.001 10 < 0.1%
 
0.05 9 < 0.1%
 
0.054 7 < 0.1%
 
0.01 6 < 0.1%
 
9e-05 6 < 0.1%
 
0.0001 6 < 0.1%
 
0.005 5 < 0.1%
 
0.0015 5 < 0.1%
 
0.048 4 < 0.1%
 
0.0022 4 < 0.1%
 
Other values (106) 149 < 0.1%
 
(Missing) 499789 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
3e-06 1 < 0.1%
 
8e-05 1 < 0.1%
 
9e-05 6 < 0.1%
 
0.0001 6 < 0.1%
 
0.00013 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
326 1 < 0.1%
 
3 1 < 0.1%
 
1 1 < 0.1%
 
0.68 1 < 0.1%
 
0.531 1 < 0.1%
 

chlorophyl_100g
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

cholesterol_100g
Numeric

Distinct count562
Unique (%)0.1%
Missing (%)71.8%
Missing (n)359043
Infinite (%)0.0%
Infinite (n)0
Mean0.02284249602
Minimum0
Maximum129
Zeros (%)17.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.021
95-th percentile0.091
Maximum129
Range129
Interquartile range0.021

Descriptive statistics

Standard deviation0.6002790151
Coef of variation26.2790465
Kurtosis27781.17038
Mean0.02284249602
MAD0.03143907924
Skewness159.4701788
Sum3219.809711
Variance0.3603348959
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 87280 17.5%
 
0.071 2423 0.5%
 
0.107 2191 0.4%
 
0.012 1878 0.4%
 
0.089 1629 0.3%
 
0.054 1624 0.3%
 
0.018 1546 0.3%
 
0.004 1469 0.3%
 
0.036 1352 0.3%
 
0.008 1199 0.2%
 
Other values (551) 38366 7.7%
 
(Missing) 359043 71.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 87280 17.5%
 
0.0001 1 < 0.1%
 
0.0003 1 < 0.1%
 
0.0005 1 < 0.1%
 
0.000941 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
129 1 < 0.1%
 
95.238 1 < 0.1%
 
93.8 1 < 0.1%
 
83.3 1 < 0.1%
 
62.5 1 < 0.1%
 

choline_100g
Numeric

Distinct count12
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499985
Infinite (%)0.0%
Infinite (n)0
Mean0.06710666667
Minimum0.008
Maximum0.112
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.008
5-th percentile0.0136
Q10.063
Median0.069
Q30.078
95-th percentile0.0959
Maximum0.112
Range0.104
Interquartile range0.015

Descriptive statistics

Standard deviation0.02602524781
Coef of variation0.3878191111
Kurtosis1.880371489
Mean0.06710666667
MAD0.01673777778
Skewness-1.057914314
Sum1.0066
Variance0.0006773135238
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.069 3 < 0.1%
 
0.06 2 < 0.1%
 
0.089 2 < 0.1%
 
0.07 1 < 0.1%
 
0.0736 1 < 0.1%
 
0.077 1 < 0.1%
 
0.079 1 < 0.1%
 
0.016 1 < 0.1%
 
0.112 1 < 0.1%
 
0.066 1 < 0.1%
 
(Missing) 499985 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0.008 1 < 0.1%
 
0.016 1 < 0.1%
 
0.06 2 < 0.1%
 
0.066 1 < 0.1%
 
0.069 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.112 1 < 0.1%
 
0.089 2 < 0.1%
 
0.079 1 < 0.1%
 
0.077 1 < 0.1%
 
0.0736 1 < 0.1%
 

chromium_100g
Numeric

Distinct count18
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499982
Infinite (%)0.0%
Infinite (n)0
Mean0.1128668589
Minimum7.06e-06
Maximum2
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum7.06e-06
5-th percentile8.029e-06
Q11.5575e-05
Median4.35e-05
Q30.00018225
95-th percentile0.3255
Maximum2
Range1.99999294
Interquartile range0.000166675

Descriptive statistics

Standard deviation0.4710189168
Coef of variation4.17322606
Kurtosis17.99044277
Mean0.1128668589
MAD0.2096814601
Skewness4.241056722
Sum2.03160346
Variance0.22185882
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
1.06e-05 2 < 0.1%
 
0.000727 1 < 0.1%
 
0.000144 1 < 0.1%
 
0.0002 1 < 0.1%
 
7.06e-06 1 < 0.1%
 
8.2e-06 1 < 0.1%
 
2.6e-05 1 < 0.1%
 
4.2e-05 1 < 0.1%
 
4.5e-05 1 < 0.1%
 
0.03 1 < 0.1%
 
Other values (7) 7 < 0.1%
 
(Missing) 499982 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
7.06e-06 1 < 0.1%
 
8.2e-06 1 < 0.1%
 
1.06e-05 2 < 0.1%
 
1.41e-05 1 < 0.1%
 
2e-05 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2 1 < 0.1%
 
0.03 1 < 0.1%
 
0.000727 1 < 0.1%
 
0.0002 1 < 0.1%
 
0.000195 1 < 0.1%
 

cities
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

cities_tags
Categorical

Distinct count3414
Unique (%)0.7%
Missing (%)94.0%
Missing (n)470245
sable-sur-sarthe-sarthe-france
 
583
theix-morbihan-france
 
293
gouvieux-oise-france
 
244
Other values (3410)
 
28635
(Missing)
470245
ValueCountFrequency (%) 
sable-sur-sarthe-sarthe-france 583 0.1%
 
theix-morbihan-france 293 0.1%
 
gouvieux-oise-france 244 < 0.1%
 
douarnenez-finistere-france 230 < 0.1%
 
saint-evarzec-finistere-france 226 < 0.1%
 
mouilleron-en-pareds-vendee-france 179 < 0.1%
 
chateaubourg-ille-et-vilaine-france 175 < 0.1%
 
saint-martin-des-entrees-calvados-france 169 < 0.1%
 
villers-bocage-calvados-france 166 < 0.1%
 
chavagnes-en-paillers-vendee-france 165 < 0.1%
 
Other values (3403) 27325 5.5%
 
(Missing) 470245 94.0%
 
Max length301
Mean length4.820192
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

cocoa_100g
Numeric

Distinct count201
Unique (%)< 0.1%
Missing (%)99.7%
Missing (n)498545
Infinite (%)0.0%
Infinite (n)0
Mean48.07560859
Minimum0
Maximum100
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile7
Q130
Median48
Q370
95-th percentile85
Maximum100
Range100
Interquartile range40

Descriptive statistics

Standard deviation23.97443234
Coef of variation0.4986818272
Kurtosis-0.7050694581
Mean48.07560859
MAD20.14029988
Skewness0.02416798103
Sum69950.0105
Variance574.7734059
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
30 145 < 0.1%
 
70 134 < 0.1%
 
47 61 < 0.1%
 
72 49 < 0.1%
 
60 48 < 0.1%
 
74 48 < 0.1%
 
85 45 < 0.1%
 
50 44 < 0.1%
 
32 43 < 0.1%
 
64 41 < 0.1%
 
Other values (190) 797 0.2%
 
(Missing) 498545 99.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 3 < 0.1%
 
0.3 1 < 0.1%
 
0.6 1 < 0.1%
 
0.7 1 < 0.1%
 
0.8 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 34 < 0.1%
 
99 6 < 0.1%
 
98 2 < 0.1%
 
95 4 < 0.1%
 
90 13 < 0.1%
 

code
Categorical

Distinct count499934
Unique (%)> 99.9%
Missing (%)0.0%
Missing (n)0
2193240002601
 
2
20172022
 
2
0284858062780
 
2
Other values (499931)
499994
ValueCountFrequency (%) 
2193240002601 2 < 0.1%
 
20172022 2 < 0.1%
 
0284858062780 2 < 0.1%
 
0055577102152 2 < 0.1%
 
3428420053203 2 < 0.1%
 
3263851538918 2 < 0.1%
 
3348580056992 2 < 0.1%
 
2350032002694 2 < 0.1%
 
2411843026245 2 < 0.1%
 
0051500006962 2 < 0.1%
 
Other values (499924) 499980 > 99.9%
 
Max length65
Mean length12.540604
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

collagen-meat-protein-ratio_100g
Numeric

Distinct count8
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499774
Infinite (%)0.0%
Infinite (n)0
Mean15.02654867
Minimum8
Maximum25
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum8
5-th percentile12
Q112
Median15
Q315
95-th percentile25
Maximum25
Range17
Interquartile range3

Descriptive statistics

Standard deviation3.253607029
Coef of variation0.2165239071
Kurtosis4.196919508
Mean15.02654867
MAD1.693711332
Skewness1.970356035
Sum3396
Variance10.5859587
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
15 143 < 0.1%
 
12 58 < 0.1%
 
25 17 < 0.1%
 
18 4 < 0.1%
 
20 2 < 0.1%
 
10 1 < 0.1%
 
8 1 < 0.1%
 
(Missing) 499774 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
8 1 < 0.1%
 
10 1 < 0.1%
 
12 58 < 0.1%
 
15 143 < 0.1%
 
18 4 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
25 17 < 0.1%
 
20 2 < 0.1%
 
18 4 < 0.1%
 
15 143 < 0.1%
 
12 58 < 0.1%
 

copper_100g
Numeric

Distinct count313
Unique (%)0.1%
Missing (%)99.6%
Missing (n)497911
Infinite (%)0.0%
Infinite (n)0
Mean0.008938924416
Minimum-6.896552
Maximum16.483516
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-6.896552
5-th percentile4.5e-05
Q10.000177
Median0.000417
Q30.001
95-th percentile0.0019
Maximum16.483516
Range23.380068
Interquartile range0.000823

Descriptive statistics

Standard deviation0.4097394465
Coef of variation45.83766764
Kurtosis1304.238786
Mean0.008938924416
MAD0.0230759069
Skewness29.92398493
Sum18.67341311
Variance0.167886414
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.001 107 < 0.1%
 
0.001071 107 < 0.1%
 
0.001429 98 < 0.1%
 
0.000571 90 < 0.1%
 
0.000133 78 < 0.1%
 
0.000364 77 < 0.1%
 
5.4e-05 64 < 0.1%
 
0.002143 59 < 0.1%
 
0.001333 55 < 0.1%
 
0.000714 53 < 0.1%
 
Other values (302) 1301 0.3%
 
(Missing) 497911 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-6.896552 1 < 0.1%
 
0 13 < 0.1%
 
8.06e-07 1 < 0.1%
 
4e-06 1 < 0.1%
 
8e-06 6 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
16.483516 1 < 0.1%
 
5.263158 1 < 0.1%
 
1.9 1 < 0.1%
 
0.35 1 < 0.1%
 
0.083 1 < 0.1%
 

countries
Categorical

Distinct count2286
Unique (%)0.5%
Missing (%)0.2%
Missing (n)1185
France
207714
United States
169150
en:france
 
21710
Other values (2282)
100241
ValueCountFrequency (%) 
France 207714 41.5%
 
United States 169150 33.8%
 
en:france 21710 4.3%
 
en:FR 19797 4.0%
 
en:France 10971 2.2%
 
en:fr 9499 1.9%
 
Canada 3352 0.7%
 
United Kingdom 2092 0.4%
 
en:BE 2046 0.4%
 
Deutschland 1984 0.4%
 
Other values (2275) 50500 10.1%
 
Max length201
Mean length9.090364
Min length2
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

countries_en
Categorical

Distinct count843
Unique (%)0.2%
Missing (%)0.2%
Missing (n)1185
France
270318
United States
174358
Spain
 
5406
Other values (839)
 
48733
ValueCountFrequency (%) 
France 270318 54.1%
 
United States 174358 34.9%
 
Spain 5406 1.1%
 
Belgium 5176 1.0%
 
Canada 4626 0.9%
 
Switzerland 4505 0.9%
 
Germany 4264 0.9%
 
United Kingdom 3730 0.7%
 
France,Germany 2573 0.5%
 
Belgium,France 1724 0.3%
 
Other values (832) 22135 4.4%
 
Max length204
Mean length8.934384
Min length2
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

countries_tags
Categorical

Distinct count843
Unique (%)0.2%
Missing (%)0.2%
Missing (n)1185
en:france
270318
en:united-states
174358
en:spain
 
5406
Other values (839)
 
48733
ValueCountFrequency (%) 
en:france 270318 54.1%
 
en:united-states 174358 34.9%
 
en:spain 5406 1.1%
 
en:belgium 5176 1.0%
 
en:canada 4626 0.9%
 
en:switzerland 4505 0.9%
 
en:germany 4264 0.9%
 
en:united-kingdom 3730 0.7%
 
en:france,en:germany 2573 0.5%
 
en:belgium,en:france 1724 0.3%
 
Other values (832) 22135 4.4%
 
Max length270
Mean length12.028602
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

created_datetime
Categorical

Distinct count370880
Unique (%)74.2%
Missing (%)< 0.1%
Missing (n)1
2017-03-09T16:32:00Z
 
20
2017-03-09T10:37:09Z
 
20
2019-03-11T15:48:20Z
 
20
Other values (370876)
499939
ValueCountFrequency (%) 
2017-03-09T16:32:00Z 20 < 0.1%
 
2017-03-09T10:37:09Z 20 < 0.1%
 
2019-03-11T15:48:20Z 20 < 0.1%
 
2019-01-29T13:06:22Z 19 < 0.1%
 
2017-03-09T16:35:22Z 18 < 0.1%
 
2019-01-29T13:05:12Z 17 < 0.1%
 
2017-03-09T16:30:02Z 17 < 0.1%
 
2017-03-09T16:30:52Z 17 < 0.1%
 
2017-03-09T11:31:37Z 16 < 0.1%
 
2017-03-09T16:29:00Z 16 < 0.1%
 
Other values (370869) 499819 > 99.9%
 
Max length20
Mean length19.999966
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

created_t
Numeric

Distinct count370880
Unique (%)74.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1508159693
Minimum0
Maximum1565655345
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1436237113
Q11489070236
Median1506882377
Q31538182961
95-th percentile1560133495
Maximum1565655345
Range1565655345
Interquartile range49112724.75

Descriptive statistics

Standard deviation38194277.34
Coef of variation0.02532508827
Kurtosis7.105794385
Mean1508159693
MAD30141628.53
Skewness-1.169339876
Sum7.540798464e+14
Variance1.458802821e+15
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
1489077120 20 < 0.1%
 
1552319300 20 < 0.1%
 
1489055829 20 < 0.1%
 
1548767182 19 < 0.1%
 
1489077322 18 < 0.1%
 
1548767112 17 < 0.1%
 
1489077052 17 < 0.1%
 
1489077002 17 < 0.1%
 
1489076940 16 < 0.1%
 
1489059097 16 < 0.1%
 
Other values (370870) 499820 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 < 0.1%
 
1328783696 1 < 0.1%
 
1328971867 1 < 0.1%
 
1328986318 1 < 0.1%
 
1328994675 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1565655345 1 < 0.1%
 
1565654683 1 < 0.1%
 
1565654479 1 < 0.1%
 
1565653980 1 < 0.1%
 
1565653039 1 < 0.1%
 

creator
Categorical

Distinct count5701
Unique (%)1.1%
Missing (%)0.0%
Missing (n)0
kiliweb
196250
usda-ndb-import
166091
openfoodfacts-contributors
72111
Other values (5698)
65548
ValueCountFrequency (%) 
kiliweb 196250 39.2%
 
usda-ndb-import 166091 33.2%
 
openfoodfacts-contributors 72111 14.4%
 
date-limite-app 8070 1.6%
 
tacite 4461 0.9%
 
sebleouf 4146 0.8%
 
tacinte 2373 0.5%
 
foodvisor 2197 0.4%
 
elcoco 1896 0.4%
 
teolemon 1851 0.4%
 
Other values (5691) 40554 8.1%
 
Max length35
Mean length12.657998
Min length2
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

emb_codes
Categorical

Distinct count9664
Unique (%)1.9%
Missing (%)92.9%
Missing (n)464508
FR 72.264.002 EC
 
304
EMB 56251E
 
216
EMB 72264
 
214
Other values (9660)
 
34758
(Missing)
464508
ValueCountFrequency (%) 
FR 72.264.002 EC 304 0.1%
 
EMB 56251E 216 < 0.1%
 
EMB 72264 214 < 0.1%
 
EMB 60282A - GOUVIEUX (OISE, FR) 208 < 0.1%
 
FR 29.247.022 EC 188 < 0.1%
 
FR 85.154.002 EC 168 < 0.1%
 
EMB 85065B 133 < 0.1%
 
FR 79.195.003 EC 108 < 0.1%
 
EMB 45273 107 < 0.1%
 
FR 40.261.001 EC 106 < 0.1%
 
Other values (9653) 33740 6.7%
 
(Missing) 464508 92.9%
 
Max length331
Mean length3.974122
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

emb_codes_tags
Categorical

Distinct count9166
Unique (%)1.8%
Missing (%)92.9%
Missing (n)464523
fr-72-264-002-ec
 
304
emb-56251e
 
216
emb-72264
 
216
Other values (9162)
 
34741
(Missing)
464523
ValueCountFrequency (%) 
fr-72-264-002-ec 304 0.1%
 
emb-56251e 216 < 0.1%
 
emb-72264 216 < 0.1%
 
emb-60282a-gouvieux-oise,fr 208 < 0.1%
 
fr-29-247-022-ec 189 < 0.1%
 
fr-85-154-002-ec 168 < 0.1%
 
emb-85065b 133 < 0.1%
 
emb-45273 108 < 0.1%
 
fr-79-195-003-ec 108 < 0.1%
 
fr-79-329-004-ec 108 < 0.1%
 
Other values (9155) 33719 6.7%
 
(Missing) 464523 92.9%
 
Max length300
Mean length3.966084
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

energy-from-fat_100g
Numeric

Distinct count345
Unique (%)0.1%
Missing (%)99.8%
Missing (n)499107
Infinite (%)0.0%
Infinite (n)0
Mean550.3434378
Minimum0
Maximum3830
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q138.2
Median280
Q3840
95-th percentile1850
Maximum3830
Range3830
Interquartile range801.8

Descriptive statistics

Standard deviation702.8266614
Coef of variation1.277069214
Kurtosis4.267708593
Mean550.3434378
MAD524.3108326
Skewness1.952791506
Sum491456.69
Variance493965.316
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 187 < 0.1%
 
74.1 17 < 0.1%
 
1200 15 < 0.1%
 
1180 13 < 0.1%
 
2990 11 < 0.1%
 
1050 11 < 0.1%
 
35 11 < 0.1%
 
75 10 < 0.1%
 
837 9 < 0.1%
 
280 9 < 0.1%
 
Other values (334) 600 0.1%
 
(Missing) 499107 99.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 187 < 0.1%
 
6.36 1 < 0.1%
 
8.75 1 < 0.1%
 
8.88 1 < 0.1%
 
11.3 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3830 1 < 0.1%
 
3740 1 < 0.1%
 
3590 2 < 0.1%
 
3350 3 < 0.1%
 
3340 1 < 0.1%
 

energy_100g
Numeric

Distinct count3796
Unique (%)0.8%
Missing (%)19.0%
Missing (n)94949
Infinite (%)0.0%
Infinite (n)0
Mean1.645609785e+37
Minimum0
Maximum6.665558889e+42
Zeros (%)2.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile71
Q1439
Median1063
Q31644
95-th percentile2372
Maximum6.665558889e+42
Range6.665558889e+42
Interquartile range1205

Descriptive statistics

Standard deviation1.047325591e+40
Coef of variation636.4361712
Kurtosis405051
Mean1.645609785e+37
MAD3.291211444e+37
Skewness636.4361712
Sum6.665558889e+42
Variance1.096890893e+80
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 12948 2.6%
 
2092 5363 1.1%
 
1674 4833 1.0%
 
1494 4233 0.8%
 
1644 3610 0.7%
 
1393 3471 0.7%
 
1046 3458 0.7%
 
1569 3216 0.6%
 
837 2528 0.5%
 
1197 2513 0.5%
 
Other values (3785) 358878 71.8%
 
(Missing) 94949 19.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 12948 2.6%
 
0.282 1 < 0.1%
 
0.286 1 < 0.1%
 
0.321 1 < 0.1%
 
0.417 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6.665558889e+42 1 < 0.1%
 
30682619 1 < 0.1%
 
208363 1 < 0.1%
 
200000 1 < 0.1%
 
121336 2 < 0.1%
 

fat_100g
Numeric

Distinct count4216
Unique (%)0.8%
Missing (%)19.4%
Missing (n)96750
Infinite (%)0.0%
Infinite (n)0
Mean13.82914363
Minimum0
Maximum153679.4643
Zeros (%)15.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.5
Median6.9
Q321.3
95-th percentile43.33
Maximum153679.4643
Range153679.4643
Interquartile range20.8

Descriptive statistics

Standard deviation251.8920771
Coef of variation18.21458247
Kurtosis344464.8196
Mean13.82914363
MAD13.33925079
Skewness571.3239028
Sum5576602.168
Variance63449.6185
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 78426 15.7%
 
0.5 9767 2.0%
 
25 5331 1.1%
 
0.1 4935 1.0%
 
20 4694 0.9%
 
10 4198 0.8%
 
30 4010 0.8%
 
15 3646 0.7%
 
1 3494 0.7%
 
12 3486 0.7%
 
Other values (4205) 281263 56.3%
 
(Missing) 96750 19.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 78426 15.7%
 
1e-10 1 < 0.1%
 
1e-06 3 < 0.1%
 
2.1e-06 1 < 0.1%
 
1.2e-05 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
153679.4643 1 < 0.1%
 
32900 1 < 0.1%
 
26000 1 < 0.1%
 
7000 1 < 0.1%
 
3500 2 < 0.1%
 

fiber_100g
Numeric

Distinct count1356
Unique (%)0.3%
Missing (%)59.6%
Missing (n)297859
Infinite (%)0.0%
Infinite (n)0
Mean2.926068991
Minimum-20
Maximum3500
Zeros (%)13.9%
Mini histogram

Quantile statistics

Minimum-20
5-th percentile0
Q10
Median1.5
Q33.6
95-th percentile10.6
Maximum3500
Range3520
Interquartile range3.6

Descriptive statistics

Standard deviation11.43632299
Coef of variation3.908425612
Kurtosis46385.1722
Mean2.926068991
MAD2.914063046
Skewness172.6622117
Sum591478.5119
Variance130.7894835
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 69350 13.9%
 
3.6 8550 1.7%
 
1.8 4010 0.8%
 
3.3 3961 0.8%
 
0.8 3756 0.8%
 
7.1 3679 0.7%
 
1.6 3579 0.7%
 
1.2 3354 0.7%
 
2 3341 0.7%
 
2.4 3296 0.7%
 
Other values (1345) 95265 19.1%
 
(Missing) 297859 59.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-20 1 < 0.1%
 
-6.7 1 < 0.1%
 
-1 1 < 0.1%
 
0 69350 13.9%
 
3.6e-06 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3500 1 < 0.1%
 
1600 1 < 0.1%
 
1100 1 < 0.1%
 
900 2 < 0.1%
 
800 2 < 0.1%
 

first_packaging_code_geo
Categorical

Distinct count2027
Unique (%)0.4%
Missing (%)94.4%
Missing (n)472245
47.833333,-0.333333
 
766
47.633333,-2.666667
 
302
47.933333,-4.016667
 
268
Other values (2023)
 
26419
(Missing)
472245
ValueCountFrequency (%) 
47.833333,-0.333333 766 0.2%
 
47.633333,-2.666667 302 0.1%
 
47.933333,-4.016667 268 0.1%
 
49.183333,2.416667 265 0.1%
 
48.1,-4.333333 246 < 0.1%
 
49.266667,-0.666667 237 < 0.1%
 
49.083333,-0.65 215 < 0.1%
 
46.666667,-0.85 193 < 0.1%
 
46.783333,-0.833333 189 < 0.1%
 
48.116667,-1.4 185 < 0.1%
 
Other values (2016) 24889 5.0%
 
(Missing) 472245 94.4%
 
Max length19
Mean length3.69562
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

fluoride_100g
Numeric

Distinct count40
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499903
Infinite (%)0.0%
Infinite (n)0
Mean0.002809464948
Minimum0
Maximum0.031
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1e-05
Q12e-05
Median0.00012
Q30.001
95-th percentile0.025
Maximum0.031
Range0.031
Interquartile range0.00098

Descriptive statistics

Standard deviation0.007423127522
Coef of variation2.64218549
Kurtosis5.869811093
Mean0.002809464948
MAD0.004434966713
Skewness2.735232979
Sum0.2725181
Variance5.510282221e-05
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
1.5e-05 8 < 0.1%
 
1e-05 8 < 0.1%
 
0.025 7 < 0.1%
 
0.0001 6 < 0.1%
 
5e-05 6 < 0.1%
 
0.0012 5 < 0.1%
 
0.00012 5 < 0.1%
 
2e-05 5 < 0.1%
 
3e-05 4 < 0.1%
 
0.0013 4 < 0.1%
 
Other values (29) 39 < 0.1%
 
(Missing) 499903 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 < 0.1%
 
1e-07 1 < 0.1%
 
2e-06 1 < 0.1%
 
1e-05 8 < 0.1%
 
1.3e-05 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.031 1 < 0.1%
 
0.025 7 < 0.1%
 
0.0191 1 < 0.1%
 
0.0179 1 < 0.1%
 
0.003 1 < 0.1%
 

folates_100g
Numeric

Distinct count267
Unique (%)0.1%
Missing (%)99.4%
Missing (n)496950
Infinite (%)0.0%
Infinite (n)0
Mean0.2053163928
Minimum0
Maximum178.571429
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile3e-06
Q14.2e-05
Median0.000114
Q30.000214
95-th percentile0.0004946
Maximum178.571429
Range178.571429
Interquartile range0.000172

Descriptive statistics

Standard deviation5.125523682
Coef of variation24.96402558
Kurtosis946.3357344
Mean0.2053163928
MAD0.4089689869
Skewness29.87310333
Sum626.214998
Variance26.27099301
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.000214 340 0.1%
 
0.000179 158 < 0.1%
 
0 123 < 0.1%
 
2.9e-05 111 < 0.1%
 
7.7e-05 79 < 0.1%
 
0.000143 74 < 0.1%
 
2.5e-05 71 < 0.1%
 
0.000133 62 < 0.1%
 
0.000114 57 < 0.1%
 
1.7e-05 54 < 0.1%
 
Other values (256) 1921 0.4%
 
(Missing) 496950 99.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 123 < 0.1%
 
1e-06 3 < 0.1%
 
2e-06 7 < 0.1%
 
3e-06 29 < 0.1%
 
3.39e-06 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
178.571429 1 < 0.1%
 
166.666667 1 < 0.1%
 
119.047619 1 < 0.1%
 
57.142857 1 < 0.1%
 
38.46 1 < 0.1%
 

fruits-vegetables-nuts-dried_100g
Numeric

Distinct count58
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499802
Infinite (%)0.0%
Infinite (n)0
Mean8.791292929
Minimum0
Maximum100
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q34
95-th percentile64.15
Maximum100
Range100
Interquartile range4

Descriptive statistics

Standard deviation20.52914829
Coef of variation2.335168269
Kurtosis6.597029879
Mean8.791292929
MAD13.21744067
Skewness2.681210406
Sum1740.676
Variance421.4459296
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 118 < 0.1%
 
65 6 < 0.1%
 
55 3 < 0.1%
 
35 3 < 0.1%
 
3.1 3 < 0.1%
 
4 3 < 0.1%
 
4.8 3 < 0.1%
 
1.5 2 < 0.1%
 
25 2 < 0.1%
 
100 2 < 0.1%
 
Other values (47) 53 < 0.1%
 
(Missing) 499802 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 118 < 0.1%
 
0.006 1 < 0.1%
 
0.011 1 < 0.1%
 
0.2 1 < 0.1%
 
0.3 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 2 < 0.1%
 
95 1 < 0.1%
 
79 1 < 0.1%
 
65 6 < 0.1%
 
64 2 < 0.1%
 

fruits-vegetables-nuts-estimate_100g
Numeric

Distinct count571
Unique (%)0.1%
Missing (%)99.0%
Missing (n)495149
Infinite (%)0.0%
Infinite (n)0
Mean45.02485426
Minimum0
Maximum100
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile5
Q115
Median50
Q364.8
95-th percentile99.9
Maximum100
Range100
Interquartile range49.8

Descriptive statistics

Standard deviation29.66251143
Coef of variation0.6588030526
Kurtosis-1.01849097
Mean45.02485426
MAD25.26103008
Skewness0.2261612552
Sum218415.568
Variance879.8645842
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
50 404 0.1%
 
55 295 0.1%
 
60 241 < 0.1%
 
100 238 < 0.1%
 
65 191 < 0.1%
 
10 118 < 0.1%
 
8 87 < 0.1%
 
12 86 < 0.1%
 
45 77 < 0.1%
 
5 71 < 0.1%
 
Other values (560) 3043 0.6%
 
(Missing) 495149 99.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 58 < 0.1%
 
0.1 3 < 0.1%
 
0.2 1 < 0.1%
 
0.3 2 < 0.1%
 
0.4 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 238 < 0.1%
 
99.99 1 < 0.1%
 
99.97 1 < 0.1%
 
99.9 20 < 0.1%
 
99.86 1 < 0.1%
 

fruits-vegetables-nuts_100g
Numeric

Distinct count365
Unique (%)0.1%
Missing (%)99.6%
Missing (n)497886
Infinite (%)0.0%
Infinite (n)0
Mean38.762035
Minimum0
Maximum100
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q17.225
Median34
Q360
95-th percentile100
Maximum100
Range100
Interquartile range52.775

Descriptive statistics

Standard deviation33.67462702
Coef of variation0.8687528148
Kurtosis-0.9772739064
Mean38.762035
MAD28.83726027
Skewness0.4938147352
Sum81942.942
Variance1133.980505
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 426 0.1%
 
100 209 < 0.1%
 
50 177 < 0.1%
 
25 51 < 0.1%
 
55 51 < 0.1%
 
12 50 < 0.1%
 
65 47 < 0.1%
 
10 37 < 0.1%
 
60 36 < 0.1%
 
40 32 < 0.1%
 
Other values (354) 998 0.2%
 
(Missing) 497886 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 426 0.1%
 
0.05 1 < 0.1%
 
0.18 1 < 0.1%
 
0.44 1 < 0.1%
 
1 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 209 < 0.1%
 
99.97 1 < 0.1%
 
99.9 1 < 0.1%
 
99.8 2 < 0.1%
 
99.7 4 < 0.1%
 

generic_name
Categorical

Distinct count31923
Unique (%)6.4%
Missing (%)91.6%
Missing (n)458005
Beignets fourrés à la purée de framboise
 
117
Beignets fourrés à la purée de pomme
 
107
Pâtes alimentaires au blé dur de qualité supérieure
 
98
Other values (31919)
 
41673
(Missing)
458005
ValueCountFrequency (%) 
Beignets fourrés à la purée de framboise 117 < 0.1%
 
Beignets fourrés à la purée de pomme 107 < 0.1%
 
Pâtes alimentaires au blé dur de qualité supérieure 98 < 0.1%
 
Pâtes alimentaires de qualité supérieure 89 < 0.1%
 
Plat préparé en conserve 57 < 0.1%
 
Pâte Feuilletée avec de la matière grasse végétale 48 < 0.1%
 
Confiserie gélifiée aromatisée 47 < 0.1%
 
Jambon cuit supérieur 46 < 0.1%
 
Lait demi-écrémé stérilisé UHT 40 < 0.1%
 
Jus d'orange 40 < 0.1%
 
Other values (31912) 41306 8.3%
 
(Missing) 458005 91.6%
 
Max length418
Mean length6.225322
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

glycemic-index_100g
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499999
30
 
1
(Missing)
499999
ValueCountFrequency (%) 
30 1 < 0.1%
 
(Missing) 499999 > 99.9%
 
Max length4
Mean length3.000002
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

image_ingredients_small_url
URL

Distinct count246242
Unique (%)49.2%
Missing (%)50.7%
Missing (n)253735
ValueCountFrequency (%) 
https://static.openfoodfacts.org/images/products/010/430/652/874676217/ingredients_de.6.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/005/150/000/6962/ingredients_en.5.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/326/385/153/8918/ingredients_fr.7.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/021/490/702/9068/ingredients_fr.7.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/020/111/704/5599/ingredients_fr.7.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/222/264/803/6274/ingredients_fr.10.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/008/752/130/0008/ingredients_fr.8.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/335/003/153/1989/ingredients_fr.7.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/025/305/502/5454/ingredients_fr.10.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/001/600/045/9335/ingredients_en.3.200.jpg 2 < 0.1%
 
Other values (246231) 246245 49.2%
 
(Missing) 253735 50.7%
 
ValueCountFrequency (%) 
https 246265 49.3%
 
(Missing) 253735 50.7%
 
ValueCountFrequency (%) 
static.openfoodfacts.org 246265 49.3%
 
(Missing) 253735 50.7%
 
ValueCountFrequency (%) 
/images/products/001/600/045/9335/ingredients_en.3.200.jpg 2 < 0.1%
 
/images/products/021/490/702/9068/ingredients_fr.7.200.jpg 2 < 0.1%
 
/images/products/330/654/000/9235/ingredients_fr.7.200.jpg 2 < 0.1%
 
/images/products/025/305/502/5454/ingredients_fr.10.200.jpg 2 < 0.1%
 
/images/products/020/111/704/5599/ingredients_fr.7.200.jpg 2 < 0.1%
 
/images/products/339/461/000/5072/ingredients_fr.7.200.jpg 2 < 0.1%
 
/images/products/020/043/903/6544/ingredients_fr.7.200.jpg 2 < 0.1%
 
/images/products/010/430/652/874676217/ingredients_de.6.200.jpg 2 < 0.1%
 
/images/products/008/752/130/0008/ingredients_fr.8.200.jpg 2 < 0.1%
 
/images/products/306/143/210/6385/ingredients_fr.7.200.jpg 2 < 0.1%
 
Other values (246231) 246245 49.2%
 
(Missing) 253735 50.7%
 
ValueCountFrequency (%) 
246265 49.3%
 
(Missing) 253735 50.7%
 
ValueCountFrequency (%) 
246265 49.3%
 
(Missing) 253735 50.7%
 

image_ingredients_url
URL

Distinct count246242
Unique (%)49.2%
Missing (%)50.7%
Missing (n)253735
ValueCountFrequency (%) 
https://static.openfoodfacts.org/images/products/326/385/153/8918/ingredients_fr.7.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/222/264/803/6274/ingredients_fr.10.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/020/111/704/5599/ingredients_fr.7.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/335/003/343/5445/ingredients_fr.7.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/005/150/000/6962/ingredients_en.5.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/025/305/502/5454/ingredients_fr.10.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/010/430/652/874676217/ingredients_de.6.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/328/096/064/1261/ingredients_fr.6.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/335/003/153/1989/ingredients_fr.7.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/343/629/000/2047/ingredients_fr.9.400.jpg 2 < 0.1%
 
Other values (246231) 246245 49.2%
 
(Missing) 253735 50.7%
 
ValueCountFrequency (%) 
https 246265 49.3%
 
(Missing) 253735 50.7%
 
ValueCountFrequency (%) 
static.openfoodfacts.org 246265 49.3%
 
(Missing) 253735 50.7%
 
ValueCountFrequency (%) 
/images/products/326/614/005/7247/ingredients_fr.7.400.jpg 2 < 0.1%
 
/images/products/326/385/153/8918/ingredients_fr.7.400.jpg 2 < 0.1%
 
/images/products/328/096/064/1261/ingredients_fr.6.400.jpg 2 < 0.1%
 
/images/products/343/629/000/2047/ingredients_fr.9.400.jpg 2 < 0.1%
 
/images/products/306/143/210/6385/ingredients_fr.7.400.jpg 2 < 0.1%
 
/images/products/241/184/302/6245/ingredients_fr.7.400.jpg 2 < 0.1%
 
/images/products/001/600/045/9335/ingredients_en.3.400.jpg 2 < 0.1%
 
/images/products/222/264/803/6274/ingredients_fr.10.400.jpg 2 < 0.1%
 
/images/products/342/842/005/3203/ingredients_fr.7.400.jpg 2 < 0.1%
 
/images/products/020/111/704/5599/ingredients_fr.7.400.jpg 2 < 0.1%
 
Other values (246231) 246245 49.2%
 
(Missing) 253735 50.7%
 
ValueCountFrequency (%) 
246265 49.3%
 
(Missing) 253735 50.7%
 
ValueCountFrequency (%) 
246265 49.3%
 
(Missing) 253735 50.7%
 

image_nutrition_small_url
URL

Distinct count105399
Unique (%)21.1%
Missing (%)78.9%
Missing (n)394594
ValueCountFrequency (%) 
https://static.openfoodfacts.org/images/products/342/842/005/3203/nutrition_fr.10.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/071/582/610/2998/nutrition_en.15.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/001/932/000/1376/nutrition_en.8.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/010/430/652/874676217/nutrition_de.7.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/20525002/nutrition_de.7.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/266/611/803/2678/nutrition_fr.7.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/335/003/153/1989/nutrition_fr.10.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/306/143/210/6385/nutrition_fr.10.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/00853156/nutrition_fr.7.200.jpg 1 < 0.1%
 
https://static.openfoodfacts.org/images/products/006/563/350/5896/nutrition_en.13.200.jpg 1 < 0.1%
 
Other values (105388) 105388 21.1%
 
(Missing) 394594 78.9%
 
ValueCountFrequency (%) 
https 105406 21.1%
 
(Missing) 394594 78.9%
 
ValueCountFrequency (%) 
static.openfoodfacts.org 105406 21.1%
 
(Missing) 394594 78.9%
 
ValueCountFrequency (%) 
/images/products/306/143/210/6385/nutrition_fr.10.200.jpg 2 < 0.1%
 
/images/products/342/842/005/3203/nutrition_fr.10.200.jpg 2 < 0.1%
 
/images/products/010/430/652/874676217/nutrition_de.7.200.jpg 2 < 0.1%
 
/images/products/266/611/803/2678/nutrition_fr.7.200.jpg 2 < 0.1%
 
/images/products/335/003/153/1989/nutrition_fr.10.200.jpg 2 < 0.1%
 
/images/products/071/582/610/2998/nutrition_en.15.200.jpg 2 < 0.1%
 
/images/products/20525002/nutrition_de.7.200.jpg 2 < 0.1%
 
/images/products/001/932/000/1376/nutrition_en.8.200.jpg 2 < 0.1%
 
/images/products/335/227/112/0060/nutrition_fr.13.200.jpg 1 < 0.1%
 
/images/products/26053790/nutrition_fr.11.200.jpg 1 < 0.1%
 
Other values (105388) 105388 21.1%
 
(Missing) 394594 78.9%
 
ValueCountFrequency (%) 
105406 21.1%
 
(Missing) 394594 78.9%
 
ValueCountFrequency (%) 
105406 21.1%
 
(Missing) 394594 78.9%
 

image_nutrition_url
URL

Distinct count105399
Unique (%)21.1%
Missing (%)78.9%
Missing (n)394594
ValueCountFrequency (%) 
https://static.openfoodfacts.org/images/products/342/842/005/3203/nutrition_fr.10.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/010/430/652/874676217/nutrition_de.7.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/071/582/610/2998/nutrition_en.15.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/306/143/210/6385/nutrition_fr.10.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/001/932/000/1376/nutrition_en.8.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/266/611/803/2678/nutrition_fr.7.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/20525002/nutrition_de.7.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/335/003/153/1989/nutrition_fr.10.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/325/039/254/3228/nutrition_fr.11.400.jpg 1 < 0.1%
 
https://static.openfoodfacts.org/images/products/325/622/542/8038/nutrition_fr.19.400.jpg 1 < 0.1%
 
Other values (105388) 105388 21.1%
 
(Missing) 394594 78.9%
 
ValueCountFrequency (%) 
https 105406 21.1%
 
(Missing) 394594 78.9%
 
ValueCountFrequency (%) 
static.openfoodfacts.org 105406 21.1%
 
(Missing) 394594 78.9%
 
ValueCountFrequency (%) 
/images/products/010/430/652/874676217/nutrition_de.7.400.jpg 2 < 0.1%
 
/images/products/001/932/000/1376/nutrition_en.8.400.jpg 2 < 0.1%
 
/images/products/071/582/610/2998/nutrition_en.15.400.jpg 2 < 0.1%
 
/images/products/342/842/005/3203/nutrition_fr.10.400.jpg 2 < 0.1%
 
/images/products/20525002/nutrition_de.7.400.jpg 2 < 0.1%
 
/images/products/335/003/153/1989/nutrition_fr.10.400.jpg 2 < 0.1%
 
/images/products/306/143/210/6385/nutrition_fr.10.400.jpg 2 < 0.1%
 
/images/products/266/611/803/2678/nutrition_fr.7.400.jpg 2 < 0.1%
 
/images/products/333/316/000/1035/nutrition_fr.15.400.jpg 1 < 0.1%
 
/images/products/061/300/873/6422/nutrition_fr.4.400.jpg 1 < 0.1%
 
Other values (105388) 105388 21.1%
 
(Missing) 394594 78.9%
 
ValueCountFrequency (%) 
105406 21.1%
 
(Missing) 394594 78.9%
 
ValueCountFrequency (%) 
105406 21.1%
 
(Missing) 394594 78.9%
 

image_small_url
URL

Distinct count277995
Unique (%)55.6%
Missing (%)44.4%
Missing (n)221962
ValueCountFrequency (%) 
https://static.openfoodfacts.org/images/products/063/809/754/5939/front_fr.4.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/326/385/153/8918/front_fr.4.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/020/043/903/6544/front_fr.4.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/326/614/005/7247/front_fr.4.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/028/485/806/2780/front_fr.3.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/266/611/803/2678/front_fr.4.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/089/470/001/013/front_en.4.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/010/430/652/874676217/front_de.5.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/020/254/702/3553/front_fr.3.200.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/241/184/302/6245/front_fr.4.200.jpg 2 < 0.1%
 
Other values (277984) 278018 55.6%
 
(Missing) 221962 44.4%
 
ValueCountFrequency (%) 
https 278038 55.6%
 
(Missing) 221962 44.4%
 
ValueCountFrequency (%) 
static.openfoodfacts.org 278038 55.6%
 
(Missing) 221962 44.4%
 
ValueCountFrequency (%) 
/images/products/328/096/064/1261/front_fr.3.200.jpg 2 < 0.1%
 
/images/products/335/003/343/5445/front_fr.4.200.jpg 2 < 0.1%
 
/images/products/20525002/front_de.3.200.jpg 2 < 0.1%
 
/images/products/20164294/front_fr.3.200.jpg 2 < 0.1%
 
/images/products/235/003/200/2694/front_de.3.200.jpg 2 < 0.1%
 
/images/products/021/344/800/0987/front_en.3.200.jpg 2 < 0.1%
 
/images/products/343/629/000/2047/front_fr.7.200.jpg 2 < 0.1%
 
/images/products/010/430/652/874676217/front_de.5.200.jpg 2 < 0.1%
 
/images/products/067/277/411/3820/front_fr.35.200.jpg 2 < 0.1%
 
/images/products/005/150/000/6962/front_en.3.200.jpg 2 < 0.1%
 
Other values (277984) 278018 55.6%
 
(Missing) 221962 44.4%
 
ValueCountFrequency (%) 
278038 55.6%
 
(Missing) 221962 44.4%
 
ValueCountFrequency (%) 
278038 55.6%
 
(Missing) 221962 44.4%
 

image_url
URL

Distinct count277995
Unique (%)55.6%
Missing (%)44.4%
Missing (n)221962
ValueCountFrequency (%) 
https://static.openfoodfacts.org/images/products/071/582/610/2998/front_en.6.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/330/654/000/9235/front_fr.4.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/20525002/front_de.3.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/008/752/130/0008/front_fr.13.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/306/143/210/6385/front_fr.4.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/020/524/502/3351/front_fr.4.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/328/096/064/1261/front_fr.3.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/010/430/652/874676217/front_de.5.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/021/490/702/9068/front_fr.4.400.jpg 2 < 0.1%
 
https://static.openfoodfacts.org/images/products/020/043/903/6544/front_fr.4.400.jpg 2 < 0.1%
 
Other values (277984) 278018 55.6%
 
(Missing) 221962 44.4%
 
ValueCountFrequency (%) 
https 278038 55.6%
 
(Missing) 221962 44.4%
 
ValueCountFrequency (%) 
static.openfoodfacts.org 278038 55.6%
 
(Missing) 221962 44.4%
 
ValueCountFrequency (%) 
/images/products/327/312/001/7167/front_fr.3.400.jpg 2 < 0.1%
 
/images/products/334/615/260/7504/front_fr.3.400.jpg 2 < 0.1%
 
/images/products/272/508/700/3956/front_fr.3.400.jpg 2 < 0.1%
 
/images/products/089/470/001/013/front_en.4.400.jpg 2 < 0.1%
 
/images/products/326/385/153/8918/front_fr.4.400.jpg 2 < 0.1%
 
/images/products/339/461/000/5072/front_fr.4.400.jpg 2 < 0.1%
 
/images/products/001/932/000/1376/front_en.3.400.jpg 2 < 0.1%
 
/images/products/020/043/903/6544/front_fr.4.400.jpg 2 < 0.1%
 
/images/products/335/003/343/5445/front_fr.4.400.jpg 2 < 0.1%
 
/images/products/025/413/300/7546/front_fr.4.400.jpg 2 < 0.1%
 
Other values (277984) 278018 55.6%
 
(Missing) 221962 44.4%
 
ValueCountFrequency (%) 
278038 55.6%
 
(Missing) 221962 44.4%
 
ValueCountFrequency (%) 
278038 55.6%
 
(Missing) 221962 44.4%
 

ingredients_from_palm_oil
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

ingredients_from_palm_oil_n
Categorical

Distinct count5
Unique (%)< 0.1%
Missing (%)43.0%
Missing (n)215248
0
280669
1
 
4050
2
 
32
(Missing)
215248
ValueCountFrequency (%) 
0 280669 56.1%
 
1 4050 0.8%
 
2 32 < 0.1%
 
3 1 < 0.1%
 
(Missing) 215248 43.0%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

ingredients_from_palm_oil_tags
Categorical

Distinct count14
Unique (%)< 0.1%
Missing (%)99.2%
Missing (n)495917
huile-de-palme
 
3912
e304-palmitate-d-ascorbyle
 
113
huile-de-palme,e304-palmitate-d-ascorbyle
 
20
Other values (10)
 
38
(Missing)
495917
ValueCountFrequency (%) 
huile-de-palme 3912 0.8%
 
e304-palmitate-d-ascorbyle 113 < 0.1%
 
huile-de-palme,e304-palmitate-d-ascorbyle 20 < 0.1%
 
oleine-de-palme 15 < 0.1%
 
mono-et-diglycerides-d-acides-gras-de-palme 7 < 0.1%
 
huile-de-palme,oleine-de-palme 4 < 0.1%
 
stearine-de-palme 3 < 0.1%
 
e304-palmitate-d-ascorbyle,huile-de-palme 2 < 0.1%
 
stearine-de-palme,huile-de-palme 2 < 0.1%
 
huile-de-palme,stearine-de-palme 2 < 0.1%
 
Other values (3) 3 < 0.1%
 
(Missing) 495917 99.2%
 
Max length58
Mean length3.094696
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

ingredients_text
Categorical

Distinct count241113
Unique (%)48.2%
Missing (%)43.0%
Missing (n)215248
Carbonated water, natural flavor.
 
222
Almonds.
 
212
Extra virgin olive oil.
 
191
Other values (241109)
284127
(Missing)
215248
ValueCountFrequency (%) 
Carbonated water, natural flavor. 222 < 0.1%
 
Almonds. 212 < 0.1%
 
Extra virgin olive oil. 191 < 0.1%
 
Semolina (wheat), durum flour (wheat), niacin, ferrous sulfate (iron), thiamin mononitrate, riboflavin, folic acid. 184 < 0.1%
 
Extra virgin olive oil 177 < 0.1%
 
Honey 134 < 0.1%
 
Pecans. 127 < 0.1%
 
Walnuts. 126 < 0.1%
 
Contient des SULFITES 125 < 0.1%
 
Green beans, water, salt. 123 < 0.1%
 
Other values (241102) 283131 56.6%
 
(Missing) 215248 43.0%
 
Max length7125
Mean length125.445068
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

ingredients_that_may_be_from_palm_oil
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

ingredients_that_may_be_from_palm_oil_n
Numeric

Distinct count7
Unique (%)< 0.1%
Missing (%)43.0%
Missing (n)215248
Infinite (%)0.0%
Infinite (n)0
Mean0.05784682812
Minimum0
Maximum5
Zeros (%)54.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum5
Range5
Interquartile range0

Descriptive statistics

Standard deviation0.2795271871
Coef of variation4.832195579
Kurtosis46.12845965
Mean0.05784682812
MAD0.1100948946
Skewness6.019707667
Sum16472
Variance0.07813544833
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%) 
0 270972 54.2%
 
1 11659 2.3%
 
2 1645 0.3%
 
3 388 0.1%
 
4 81 < 0.1%
 
5 7 < 0.1%
 
(Missing) 215248 43.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 270972 54.2%
 
1 11659 2.3%
 
2 1645 0.3%
 
3 388 0.1%
 
4 81 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 7 < 0.1%
 
4 81 < 0.1%
 
3 388 0.1%
 
2 1645 0.3%
 
1 11659 2.3%
 

ingredients_that_may_be_from_palm_oil_tags
Categorical

Distinct count187
Unique (%)< 0.1%
Missing (%)97.2%
Missing (n)486220
e471-mono-et-diglycerides-d-acides-gras-alimentaires
 
3153
e160a-beta-carotene
 
3054
huile-vegetale
 
2792
Other values (183)
 
4781
(Missing)
486220
ValueCountFrequency (%) 
e471-mono-et-diglycerides-d-acides-gras-alimentaires 3153 0.6%
 
e160a-beta-carotene 3054 0.6%
 
huile-vegetale 2792 0.6%
 
e433-monooleate-de-polyoxyethylene-de-sorbitane 2113 0.4%
 
huile-vegetale,e471-mono-et-diglycerides-d-acides-gras-alimentaires 569 0.1%
 
e471-mono-et-diglycerides-d-acides-gras-alimentaires,e160a-beta-carotene 245 < 0.1%
 
e471-mono-et-diglycerides-d-acides-gras-alimentaires,e481-stearoyl-2-lactylate-de-sodium 211 < 0.1%
 
e472e-ester-monoacethyltartrique-de-mono-et-diglycerides-d-acides-gras 190 < 0.1%
 
e471-mono-et-diglycerides-d-acides-gras-alimentaires,e472e-ester-monoacethyltartrique-de-mono-et-diglycerides-d-acides-gras 155 < 0.1%
 
e472b-ester-diacetyl-lactique-de-mono-et-diglycerides-d-acides-gras 114 < 0.1%
 
Other values (176) 1184 0.2%
 
(Missing) 486220 97.2%
 
Max length255
Mean length4.074618
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

inositol_100g
Numeric

Distinct count13
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499983
Infinite (%)0.0%
Infinite (n)0
Mean0.01978117647
Minimum0.00135
Maximum0.044
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.00135
5-th percentile0.001958
Q10.004
Median0.025
Q30.0276
95-th percentile0.0336
Maximum0.044
Range0.04265
Interquartile range0.0236

Descriptive statistics

Standard deviation0.01272282589
Coef of variation0.6431784229
Kurtosis-0.7048158253
Mean0.01978117647
MAD0.01026186851
Skewness-0.294749906
Sum0.33628
Variance0.0001618702985
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.025 3 < 0.1%
 
0.00211 3 < 0.1%
 
0.02 2 < 0.1%
 
0.0276 1 < 0.1%
 
0.004 1 < 0.1%
 
0.026 1 < 0.1%
 
0.028 1 < 0.1%
 
0.044 1 < 0.1%
 
0.024 1 < 0.1%
 
0.00135 1 < 0.1%
 
Other values (2) 2 < 0.1%
 
(Missing) 499983 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0.00135 1 < 0.1%
 
0.00211 3 < 0.1%
 
0.004 1 < 0.1%
 
0.02 2 < 0.1%
 
0.024 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.044 1 < 0.1%
 
0.031 1 < 0.1%
 
0.029 1 < 0.1%
 
0.028 1 < 0.1%
 
0.0276 1 < 0.1%
 

iodine_100g
Numeric

Distinct count87
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499834
Infinite (%)0.0%
Infinite (n)0
Mean0.08138616596
Minimum0
Maximum13
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1e-05
Q12.21e-05
Median7e-05
Q30.000182
95-th percentile0.00302
Maximum13
Range13
Interquartile range0.0001599

Descriptive statistics

Standard deviation1.009240566
Coef of variation12.40064026
Kurtosis165.6754512
Mean0.08138616596
MAD0.1595208153
Skewness12.86569471
Sum13.51010355
Variance1.018566521
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.00175 21 < 0.1%
 
1e-05 10 < 0.1%
 
1.5e-05 10 < 0.1%
 
1.2e-05 7 < 0.1%
 
3e-05 4 < 0.1%
 
8.9e-05 4 < 0.1%
 
2.21e-05 4 < 0.1%
 
1.6e-05 4 < 0.1%
 
9.2e-05 4 < 0.1%
 
0.0001 4 < 0.1%
 
Other values (76) 94 < 0.1%
 
(Missing) 499834 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 < 0.1%
 
7.5e-07 1 < 0.1%
 
4e-06 1 < 0.1%
 
8.9e-06 1 < 0.1%
 
9.1e-06 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
13 1 < 0.1%
 
0.403 1 < 0.1%
 
0.0191 1 < 0.1%
 
0.0067 1 < 0.1%
 
0.0061 1 < 0.1%
 

iron_100g
Numeric

Distinct count1190
Unique (%)0.2%
Missing (%)72.5%
Missing (n)362518
Infinite (%)0.0%
Infinite (n)0
Mean0.005106927894
Minimum0
Maximum50
Zeros (%)8.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.00101
Q30.0024
95-th percentile0.006
Maximum50
Range50
Interquartile range0.0024

Descriptive statistics

Standard deviation0.2855384606
Coef of variation55.91198202
Kurtosis21087.29243
Mean0.005106927894
MAD0.007298018286
Skewness135.3848096
Sum702.1106607
Variance0.08153221247
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 41591 8.3%
 
0.00129 6417 1.3%
 
0.00257 4186 0.8%
 
0.0024 2467 0.5%
 
0.00064 2229 0.4%
 
0.0036 2213 0.4%
 
0.0012 2138 0.4%
 
0.00386 1972 0.4%
 
0.00321 1676 0.3%
 
0.0018 1546 0.3%
 
Other values (1179) 71047 14.2%
 
(Missing) 362518 72.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 41591 8.3%
 
5e-07 1 < 0.1%
 
1e-05 2 < 0.1%
 
2e-05 3 < 0.1%
 
3e-05 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
50 2 < 0.1%
 
47.05882 1 < 0.1%
 
28.6 2 < 0.1%
 
20 2 < 0.1%
 
19.2 1 < 0.1%
 

labels
Categorical

Distinct count18338
Unique (%)3.7%
Missing (%)85.9%
Missing (n)429646
Bio
 
4623
Point Vert
 
3244
Bio, Bio européen, AB Agriculture Biologique
 
2211
Other values (18334)
 
60276
(Missing)
429646
ValueCountFrequency (%) 
Bio 4623 0.9%
 
Point Vert 3244 0.6%
 
Bio, Bio européen, AB Agriculture Biologique 2211 0.4%
 
en:gluten-free 1210 0.2%
 
en:organic 1114 0.2%
 
Bio, Bio européen, FR-BIO-01 1037 0.2%
 
en:made-in-france 769 0.2%
 
Qualité supérieure 675 0.1%
 
Fabriqué en France 667 0.1%
 
en:no-preservatives 626 0.1%
 
Other values (18327) 54178 10.8%
 
(Missing) 429646 85.9%
 
Max length393
Mean length8.260536
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

labels_en
Categorical

Distinct count15532
Unique (%)3.1%
Missing (%)85.9%
Missing (n)429649
Organic
 
6564
Green Dot
 
3532
Organic,EU Organic,fr:AB Agriculture Biologique
 
2933
Other values (15528)
 
57322
(Missing)
429649
ValueCountFrequency (%) 
Organic 6564 1.3%
 
Green Dot 3532 0.7%
 
Organic,EU Organic,fr:AB Agriculture Biologique 2933 0.6%
 
Gluten-free 1648 0.3%
 
Organic,EU Organic,FR-BIO-01 1475 0.3%
 
Made in France 1465 0.3%
 
No preservatives 1009 0.2%
 
PDO 890 0.2%
 
Organic,EU Organic,FR-BIO-01,fr:AB Agriculture Biologique 819 0.2%
 
Vegetarian,Vegan 780 0.2%
 
Other values (15521) 49236 9.8%
 
(Missing) 429649 85.9%
 
Max length427
Mean length7.992486
Min length2
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

labels_tags
Categorical

Distinct count15532
Unique (%)3.1%
Missing (%)85.9%
Missing (n)429649
en:organic
 
6564
en:green-dot
 
3532
en:organic,en:eu-organic,fr:ab-agriculture-biologique
 
2933
Other values (15528)
 
57322
(Missing)
429649
ValueCountFrequency (%) 
en:organic 6564 1.3%
 
en:green-dot 3532 0.7%
 
en:organic,en:eu-organic,fr:ab-agriculture-biologique 2933 0.6%
 
en:gluten-free 1648 0.3%
 
en:organic,en:eu-organic,en:fr-bio-01 1475 0.3%
 
en:made-in-france 1465 0.3%
 
en:no-preservatives 1009 0.2%
 
en:pdo 890 0.2%
 
en:organic,en:eu-organic,en:fr-bio-01,fr:ab-agriculture-biologique 819 0.2%
 
en:vegetarian,en:vegan 780 0.2%
 
Other values (15521) 49236 9.8%
 
(Missing) 429649 85.9%
 
Max length472
Mean length8.85201
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

last_modified_datetime
Categorical

Distinct count333597
Unique (%)66.7%
Missing (%)0.0%
Missing (n)0
2019-02-12T18:38:13Z
 
106
2019-01-17T20:21:04Z
 
97
2019-02-12T18:38:11Z
 
86
Other values (333594)
499711
ValueCountFrequency (%) 
2019-02-12T18:38:13Z 106 < 0.1%
 
2019-01-17T20:21:04Z 97 < 0.1%
 
2019-02-12T18:38:11Z 86 < 0.1%
 
2019-02-12T18:38:12Z 84 < 0.1%
 
2019-02-12T18:38:10Z 72 < 0.1%
 
2019-02-10T18:20:55Z 68 < 0.1%
 
2019-01-17T20:21:16Z 65 < 0.1%
 
2019-01-17T20:21:02Z 58 < 0.1%
 
2019-01-17T20:21:03Z 56 < 0.1%
 
2019-02-02T20:01:10Z 52 < 0.1%
 
Other values (333587) 499256 99.9%
 
Max length20
Mean length20
Min length20
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

last_modified_t
Numeric

Distinct count333597
Unique (%)66.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1528598959
Minimum1333872755
Maximum1565655345
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1333872755
5-th percentile1489055817
Q11489134536
Median1541793199
Q31554730128
95-th percentile1563306255
Maximum1565655345
Range231782590
Interquartile range65595592.5

Descriptive statistics

Standard deviation31786482.28
Coef of variation0.02079452042
Kurtosis-0.3107212558
Mean1528598959
MAD28076239.57
Skewness-0.725495002
Sum7.642994797e+14
Variance1.010380456e+15
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
1549996693 106 < 0.1%
 
1547756464 97 < 0.1%
 
1549996691 86 < 0.1%
 
1549996692 84 < 0.1%
 
1549996690 72 < 0.1%
 
1549822855 68 < 0.1%
 
1547756476 65 < 0.1%
 
1547756462 58 < 0.1%
 
1547756463 56 < 0.1%
 
1549137670 52 < 0.1%
 
Other values (333587) 499256 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1333872755 1 < 0.1%
 
1334696008 1 < 0.1%
 
1340279235 1 < 0.1%
 
1340816906 1 < 0.1%
 
1340828733 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1565655345 1 < 0.1%
 
1565654684 1 < 0.1%
 
1565654480 1 < 0.1%
 
1565653981 1 < 0.1%
 
1565653444 1 < 0.1%
 

magnesium_100g
Numeric

Distinct count576
Unique (%)0.1%
Missing (%)98.8%
Missing (n)494112
Infinite (%)0.0%
Infinite (n)0
Mean0.7125257276
Minimum0
Maximum657.143
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.00337
Q10.02
Median0.073
Q30.14
95-th percentile0.286
Maximum657.143
Range657.143
Interquartile range0.12

Descriptive statistics

Standard deviation15.54366711
Coef of variation21.81488543
Kurtosis1155.686244
Mean0.7125257276
MAD1.21804207
Skewness32.6339589
Sum4195.351484
Variance241.6055873
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.007 284 0.1%
 
0.01 249 < 0.1%
 
0.143 224 < 0.1%
 
0.057 206 < 0.1%
 
0.286 193 < 0.1%
 
0.214 129 < 0.1%
 
0.133 120 < 0.1%
 
0.017 113 < 0.1%
 
0.08 95 < 0.1%
 
0.086 94 < 0.1%
 
Other values (565) 4181 0.8%
 
(Missing) 494112 98.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 66 < 0.1%
 
5e-07 1 < 0.1%
 
6.5e-06 1 < 0.1%
 
9e-06 1 < 0.1%
 
3.5e-05 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
657.143 1 < 0.1%
 
573.333 1 < 0.1%
 
506 1 < 0.1%
 
364.286 1 < 0.1%
 
333.333 1 < 0.1%
 

main_category
Categorical

Distinct count3480
Unique (%)0.7%
Missing (%)65.6%
Missing (n)327949
en:plant-based-foods-and-beverages
 
36820
en:snacks
 
21600
en:meats
 
20471
Other values (3476)
93160
(Missing)
327949
ValueCountFrequency (%) 
en:plant-based-foods-and-beverages 36820 7.4%
 
en:snacks 21600 4.3%
 
en:meats 20471 4.1%
 
en:dairies 19524 3.9%
 
en:beverages 16145 3.2%
 
en:groceries 10529 2.1%
 
en:meals 9855 2.0%
 
en:seafood 3443 0.7%
 
en:desserts 3367 0.7%
 
en:spreads 3144 0.6%
 
Other values (3469) 27153 5.4%
 
(Missing) 327949 65.6%
 
Max length84
Mean length7.477204
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

main_category_en
Categorical

Distinct count3480
Unique (%)0.7%
Missing (%)65.6%
Missing (n)327949
Plant-based foods and beverages
 
36820
Snacks
 
21600
Meats
 
20471
Other values (3476)
93160
(Missing)
327949
ValueCountFrequency (%) 
Plant-based foods and beverages 36820 7.4%
 
Snacks 21600 4.3%
 
Meats 20471 4.1%
 
Dairies 19524 3.9%
 
Beverages 16145 3.2%
 
Groceries 10529 2.1%
 
Meals 9855 2.0%
 
Seafood 3443 0.7%
 
Desserts 3367 0.7%
 
Spreads 3144 0.6%
 
Other values (3469) 27153 5.4%
 
(Missing) 327949 65.6%
 
Max length84
Mean length6.473956
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

manganese_100g
Numeric

Distinct count128
Unique (%)< 0.1%
Missing (%)99.7%
Missing (n)498339
Infinite (%)0.0%
Infinite (n)0
Mean0.007286837104
Minimum0
Maximum3.3
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.001
Q30.002
95-th percentile0.004
Maximum3.3
Range3.3
Interquartile range0.002

Descriptive statistics

Standard deviation0.1061431355
Coef of variation14.56642079
Kurtosis669.2651162
Mean0.007286837104
MAD0.01184344136
Skewness24.37713145
Sum12.10343643
Variance0.01126636521
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 491 0.1%
 
0.002 453 0.1%
 
0.001 341 0.1%
 
0.003 98 < 0.1%
 
0.004 56 < 0.1%
 
0.005 13 < 0.1%
 
0.007 9 < 0.1%
 
0.0003 8 < 0.1%
 
1.5e-05 6 < 0.1%
 
0.0007 6 < 0.1%
 
Other values (117) 180 < 0.1%
 
(Missing) 498339 99.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 491 0.1%
 
2.7e-06 1 < 0.1%
 
3e-06 2 < 0.1%
 
3.33e-06 1 < 0.1%
 
4e-06 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3.3 1 < 0.1%
 
2.14 1 < 0.1%
 
1.2 1 < 0.1%
 
0.8 1 < 0.1%
 
0.7 2 < 0.1%
 

manufacturing_places
Categorical

Distinct count8459
Unique (%)1.7%
Missing (%)92.5%
Missing (n)462323
France
 
13255
Italie
 
793
Allemagne
 
677
Other values (8455)
 
22952
(Missing)
462323
ValueCountFrequency (%) 
France 13255 2.7%
 
Italie 793 0.2%
 
Allemagne 677 0.1%
 
Belgique 505 0.1%
 
France,Bretagne 464 0.1%
 
france 390 0.1%
 
Bretagne,France 380 0.1%
 
Espagne 357 0.1%
 
Royaume-Uni 268 0.1%
 
United Kingdom 253 0.1%
 
Other values (8448) 20335 4.1%
 
(Missing) 462323 92.5%
 
Max length558
Mean length4.562262
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

manufacturing_places_tags
Categorical

Distinct count7682
Unique (%)1.5%
Missing (%)92.5%
Missing (n)462337
france
 
13666
italie
 
833
allemagne
 
702
Other values (7678)
 
22462
(Missing)
462337
ValueCountFrequency (%) 
france 13666 2.7%
 
italie 833 0.2%
 
allemagne 702 0.1%
 
belgique 518 0.1%
 
france,bretagne 466 0.1%
 
bretagne,france 386 0.1%
 
espagne 370 0.1%
 
royaume-uni 278 0.1%
 
pays-bas 272 0.1%
 
united-kingdom 270 0.1%
 
Other values (7671) 19902 4.0%
 
(Missing) 462337 92.5%
 
Max length539
Mean length4.504002
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

molybdenum_100g
Numeric

Distinct count14
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499984
Infinite (%)0.0%
Infinite (n)0
Mean4.305e-05
Minimum0
Maximum0.000144
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11.695e-05
Median3.56e-05
Q35e-05
95-th percentile0.000114
Maximum0.000144
Range0.000144
Interquartile range3.305e-05

Descriptive statistics

Standard deviation4.147582428e-05
Coef of variation0.9634337813
Kurtosis1.099905299
Mean4.305e-05
MAD2.983125e-05
Skewness1.191910601
Sum0.0006888
Variance1.720244e-09
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 3 < 0.1%
 
5e-05 2 < 0.1%
 
3.91e-05 1 < 0.1%
 
0.000101 1 < 0.1%
 
4.5e-05 1 < 0.1%
 
2.24e-05 1 < 0.1%
 
0.000144 1 < 0.1%
 
6e-07 1 < 0.1%
 
3.21e-05 1 < 0.1%
 
4.6e-05 1 < 0.1%
 
Other values (3) 3 < 0.1%
 
(Missing) 499984 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 3 < 0.1%
 
6e-07 1 < 0.1%
 
2.24e-05 1 < 0.1%
 
2.5e-05 1 < 0.1%
 
2.96e-05 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.000144 1 < 0.1%
 
0.000104 1 < 0.1%
 
0.000101 1 < 0.1%
 
5e-05 2 < 0.1%
 
4.6e-05 1 < 0.1%
 

monounsaturated-fat_100g
Numeric

Distinct count987
Unique (%)0.2%
Missing (%)95.7%
Missing (n)478259
Infinite (%)0.0%
Infinite (n)0
Mean10.17760816
Minimum0
Maximum100
Zeros (%)1.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median3.95
Q310.61
95-th percentile60
Maximum100
Range100
Interquartile range10.61

Descriptive statistics

Standard deviation16.40910268
Coef of variation1.61227495
Kurtosis5.91743877
Mean10.17760816
MAD10.83651365
Skewness2.498828376
Sum221271.379
Variance269.2586509
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 5716 1.1%
 
66.67 606 0.1%
 
7.14 580 0.1%
 
8.93 441 0.1%
 
25 415 0.1%
 
10 388 0.1%
 
21.43 358 0.1%
 
3.33 348 0.1%
 
5.36 322 0.1%
 
5 310 0.1%
 
Other values (976) 12257 2.5%
 
(Missing) 478259 95.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 5716 1.1%
 
0.01 2 < 0.1%
 
0.02 3 < 0.1%
 
0.05 2 < 0.1%
 
0.08 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 1 < 0.1%
 
86.67 1 < 0.1%
 
85.71 1 < 0.1%
 
83.57 1 < 0.1%
 
82 1 < 0.1%
 

no_nutriments
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

nova_group
Categorical

Distinct count5
Unique (%)< 0.1%
Missing (%)60.2%
Missing (n)301108
4
157417
3
 
27965
1
 
10157
(Missing)
301108
ValueCountFrequency (%) 
4 157417 31.5%
 
3 27965 5.6%
 
1 10157 2.0%
 
2 3353 0.7%
 
(Missing) 301108 60.2%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

nucleotides_100g
Numeric

Distinct count6
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499992
Infinite (%)0.0%
Infinite (n)0
Mean0.0225
Minimum0.018
Maximum0.025
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.018
5-th percentile0.0194
Q10.022
Median0.0225
Q30.024
95-th percentile0.02465
Maximum0.025
Range0.007
Interquartile range0.002

Descriptive statistics

Standard deviation0.002138089935
Coef of variation0.09502621935
Kurtosis2.638671875
Mean0.0225
MAD0.0015
Skewness-1.344658123
Sum0.18
Variance4.571428571e-06
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
0.022 3 < 0.1%
 
0.024 2 < 0.1%
 
0.018 1 < 0.1%
 
0.023 1 < 0.1%
 
0.025 1 < 0.1%
 
(Missing) 499992 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0.018 1 < 0.1%
 
0.022 3 < 0.1%
 
0.023 1 < 0.1%
 
0.024 2 < 0.1%
 
0.025 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.025 1 < 0.1%
 
0.024 2 < 0.1%
 
0.023 1 < 0.1%
 
0.022 3 < 0.1%
 
0.018 1 < 0.1%
 

nutrition-score-fr_100g
Numeric

Distinct count56
Unique (%)< 0.1%
Missing (%)73.0%
Missing (n)364813
Infinite (%)0.0%
Infinite (n)0
Mean9.091961505
Minimum-15
Maximum40
Zeros (%)1.4%
Mini histogram

Quantile statistics

Minimum-15
5-th percentile-4
Q12
Median10
Q316
95-th percentile24
Maximum40
Range55
Interquartile range14

Descriptive statistics

Standard deviation8.809992712
Coef of variation0.968987023
Kurtosis-0.9696584752
Mean9.091961505
MAD7.645852248
Skewness0.06586712581
Sum1229115
Variance77.61597158
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 7232 1.4%
 
14 7133 1.4%
 
13 6729 1.3%
 
11 6467 1.3%
 
3 6433 1.3%
 
2 6130 1.2%
 
12 5745 1.1%
 
1 5535 1.1%
 
15 5506 1.1%
 
4 5319 1.1%
 
Other values (45) 72958 14.6%
 
(Missing) 364813 73.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-15 3 < 0.1%
 
-14 8 < 0.1%
 
-13 21 < 0.1%
 
-12 63 < 0.1%
 
-11 82 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
40 2 < 0.1%
 
38 1 < 0.1%
 
37 2 < 0.1%
 
36 6 < 0.1%
 
35 8 < 0.1%
 

nutrition-score-uk_100g
Numeric

Distinct count56
Unique (%)< 0.1%
Missing (%)73.0%
Missing (n)364813
Infinite (%)0.0%
Infinite (n)0
Mean9.070236043
Minimum-15
Maximum40
Zeros (%)1.7%
Mini histogram

Quantile statistics

Minimum-15
5-th percentile-4
Q11
Median9
Q317
95-th percentile24
Maximum40
Range55
Interquartile range16

Descriptive statistics

Standard deviation9.306494146
Coef of variation1.026047624
Kurtosis-1.185068188
Mean9.070236043
MAD8.266428282
Skewness0.1049767219
Sum1226178
Variance86.61083329
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 8273 1.7%
 
2 7089 1.4%
 
1 6867 1.4%
 
3 6210 1.2%
 
14 5489 1.1%
 
20 5371 1.1%
 
19 5359 1.1%
 
18 5162 1.0%
 
11 4961 1.0%
 
4 4871 1.0%
 
Other values (45) 75535 15.1%
 
(Missing) 364813 73.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-15 3 < 0.1%
 
-14 8 < 0.1%
 
-13 21 < 0.1%
 
-12 63 < 0.1%
 
-11 82 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
40 1 < 0.1%
 
38 1 < 0.1%
 
37 2 < 0.1%
 
36 6 < 0.1%
 
35 9 < 0.1%
 

nutrition_grade_fr
Categorical

Distinct count6
Unique (%)< 0.1%
Missing (%)73.0%
Missing (n)364813
d
 
43255
c
 
27726
e
 
25026
Other values (2)
 
39180
(Missing)
364813
ValueCountFrequency (%) 
d 43255 8.7%
 
c 27726 5.5%
 
e 25026 5.0%
 
a 21052 4.2%
 
b 18128 3.6%
 
(Missing) 364813 73.0%
 
Max length3
Mean length2.459252
Min length1
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

omega-3-fat_100g
Numeric

Distinct count232
Unique (%)< 0.1%
Missing (%)99.8%
Missing (n)499218
Infinite (%)0.0%
Infinite (n)0
Mean3.248782412
Minimum0
Maximum130
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.03605
Q10.4925
Median1.8
Q33.2
95-th percentile10.095
Maximum130
Range130
Interquartile range2.7075

Descriptive statistics

Standard deviation7.595606336
Coef of variation2.337985551
Kurtosis121.1881709
Mean3.248782412
MAD3.03634503
Skewness9.387929874
Sum2540.547846
Variance57.69323561
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
1.8 39 < 0.1%
 
2 38 < 0.1%
 
2.3 32 < 0.1%
 
1 23 < 0.1%
 
1.5 19 < 0.1%
 
0.8 19 < 0.1%
 
6 18 < 0.1%
 
2.1 16 < 0.1%
 
0.1 14 < 0.1%
 
1.4 13 < 0.1%
 
Other values (221) 551 0.1%
 
(Missing) 499218 99.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4 < 0.1%
 
6.4e-05 1 < 0.1%
 
0.0001 1 < 0.1%
 
0.00015 1 < 0.1%
 
0.00041 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
130 1 < 0.1%
 
68 1 < 0.1%
 
60 1 < 0.1%
 
59 1 < 0.1%
 
58 1 < 0.1%
 

omega-6-fat_100g
Numeric

Distinct count116
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499823
Infinite (%)0.0%
Infinite (n)0
Mean15.16155391
Minimum0
Maximum71
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.0402
Q11.1
Median7.6
Q323
95-th percentile59
Maximum71
Range71
Interquartile range21.9

Descriptive statistics

Standard deviation18.56563811
Coef of variation1.224520799
Kurtosis1.316939839
Mean15.16155391
MAD14.42284863
Skewness1.476992415
Sum2683.595042
Variance344.6829183
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
1.1 9 < 0.1%
 
0 6 < 0.1%
 
13.3 6 < 0.1%
 
7.6 6 < 0.1%
 
24 4 < 0.1%
 
0.84 3 < 0.1%
 
8 3 < 0.1%
 
0.7 3 < 0.1%
 
1.85 3 < 0.1%
 
11 3 < 0.1%
 
Other values (105) 131 < 0.1%
 
(Missing) 499823 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 6 < 0.1%
 
0.000854 1 < 0.1%
 
0.001 2 < 0.1%
 
0.05 1 < 0.1%
 
0.073732 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
71 3 < 0.1%
 
69 1 < 0.1%
 
61 1 < 0.1%
 
60 1 < 0.1%
 
59.5 2 < 0.1%
 

omega-9-fat_100g
Numeric

Distinct count17
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499976
Infinite (%)0.0%
Infinite (n)0
Mean41.88625
Minimum2.07
Maximum75
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2.07
5-th percentile9
Q127.1
Median31.5
Q362.75
95-th percentile75
Maximum75
Range72.93
Interquartile range35.65

Descriptive statistics

Standard deviation21.8404435
Coef of variation0.5214227461
Kurtosis-0.9473465765
Mean41.88625
MAD18.678125
Skewness0.1991313688
Sum1005.27
Variance477.0049723
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
75 3 < 0.1%
 
29 3 < 0.1%
 
70 2 < 0.1%
 
27.1 2 < 0.1%
 
31 2 < 0.1%
 
27 2 < 0.1%
 
26 1 < 0.1%
 
50 1 < 0.1%
 
61 1 < 0.1%
 
46 1 < 0.1%
 
Other values (6) 6 < 0.1%
 
(Missing) 499976 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
2.07 1 < 0.1%
 
6 1 < 0.1%
 
26 1 < 0.1%
 
27 2 < 0.1%
 
27.1 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
75 3 < 0.1%
 
70 2 < 0.1%
 
68 1 < 0.1%
 
61 1 < 0.1%
 
53 1 < 0.1%
 

origins
Categorical

Distinct count4736
Unique (%)0.9%
Missing (%)95.0%
Missing (n)474962
France
 
8708
Union Européenne
 
997
Espagne
 
409
Other values (4732)
 
14924
(Missing)
474962
ValueCountFrequency (%) 
France 8708 1.7%
 
Union Européenne 997 0.2%
 
Espagne 409 0.1%
 
Union européenne 379 0.1%
 
Italie 334 0.1%
 
México 228 < 0.1%
 
Canada 217 < 0.1%
 
France,Hors France 168 < 0.1%
 
Estados Unidos 160 < 0.1%
 
Norvège 160 < 0.1%
 
Other values (4725) 13278 2.7%
 
(Missing) 474962 95.0%
 
Max length626
Mean length3.517122
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

origins_tags
Categorical

Distinct count4186
Unique (%)0.8%
Missing (%)95.0%
Missing (n)474989
france
 
8879
union-europeenne
 
1386
espagne
 
418
Other values (4182)
 
14328
(Missing)
474989
ValueCountFrequency (%) 
france 8879 1.8%
 
union-europeenne 1386 0.3%
 
espagne 418 0.1%
 
italie 346 0.1%
 
mexico 317 0.1%
 
canada 234 < 0.1%
 
estados-unidos 208 < 0.1%
 
france,hors-france 171 < 0.1%
 
norvege 163 < 0.1%
 
espana 161 < 0.1%
 
Other values (4175) 12728 2.5%
 
(Missing) 474989 95.0%
 
Max length608
Mean length3.512604
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

packaging
Categorical

Distinct count17798
Unique (%)3.6%
Missing (%)83.7%
Missing (n)418252
sachet,plastique
 
2216
Sachet,Plastique
 
1901
Plastique
 
1392
Other values (17794)
 
76239
(Missing)
418252
ValueCountFrequency (%) 
sachet,plastique 2216 0.4%
 
Sachet,Plastique 1901 0.4%
 
Plastique 1392 0.3%
 
Bouteille,Verre 1387 0.3%
 
Frais 1373 0.3%
 
plastique 1211 0.2%
 
Carton 1158 0.2%
 
Conserve 1155 0.2%
 
sachet 1048 0.2%
 
Bocal,Verre 884 0.2%
 
Other values (17787) 68023 13.6%
 
(Missing) 418252 83.7%
 
Max length259
Mean length5.680236
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

packaging_tags
Categorical

Distinct count14398
Unique (%)2.9%
Missing (%)83.7%
Missing (n)418254
sachet,plastique
 
4689
plastique
 
2608
carton
 
1893
Other values (14394)
 
72556
(Missing)
418254
ValueCountFrequency (%) 
sachet,plastique 4689 0.9%
 
plastique 2608 0.5%
 
carton 1893 0.4%
 
bouteille,verre 1818 0.4%
 
barquette,plastique 1709 0.3%
 
conserve 1639 0.3%
 
frais 1489 0.3%
 
frais,plastique 1450 0.3%
 
sachet 1401 0.3%
 
bocal,verre 1285 0.3%
 
Other values (14387) 61765 12.4%
 
(Missing) 418254 83.7%
 
Max length252
Mean length5.667238
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

pantothenic-acid_100g
Numeric

Distinct count416
Unique (%)0.1%
Missing (%)99.6%
Missing (n)497855
Infinite (%)0.0%
Infinite (n)0
Mean0.07074136282
Minimum0
Maximum60
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile8.3e-05
Q10.000417
Median0.001429
Q30.004
95-th percentile0.015385
Maximum60
Range60
Interquartile range0.003583

Descriptive statistics

Standard deviation1.572665959
Coef of variation22.23120812
Kurtosis1087.871602
Mean0.07074136282
MAD0.1327817738
Skewness31.33431766
Sum151.7402232
Variance2.47327822
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.000417 237 < 0.1%
 
0.001429 95 < 0.1%
 
0 94 < 0.1%
 
0.004167 67 < 0.1%
 
0.005 66 < 0.1%
 
0.002941 44 < 0.1%
 
0.0009 38 < 0.1%
 
0.003 36 < 0.1%
 
0.000353 34 < 0.1%
 
0.000167 33 < 0.1%
 
Other values (405) 1401 0.3%
 
(Missing) 497855 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 94 < 0.1%
 
9e-07 2 < 0.1%
 
1.1e-06 1 < 0.1%
 
1.59e-06 1 < 0.1%
 
2.3e-06 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
60 1 < 0.1%
 
33.33 1 < 0.1%
 
16.67 1 < 0.1%
 
16.13 1 < 0.1%
 
6.5 1 < 0.1%
 

ph_100g
Numeric

Distinct count28
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499936
Infinite (%)0.0%
Infinite (n)0
Mean6.677232812
Minimum0.0064
Maximum8
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.0064
5-th percentile5.06
Q16.275
Median7.1
Q37.425
95-th percentile7.97
Maximum8
Range7.9936
Interquartile range1.15

Descriptive statistics

Standard deviation1.422756932
Coef of variation0.2130758313
Kurtosis13.94868759
Mean6.677232812
MAD0.866045459
Skewness-3.351690851
Sum427.3429
Variance2.024237288
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
7.2 12 < 0.1%
 
6 6 < 0.1%
 
7.6 5 < 0.1%
 
7 4 < 0.1%
 
8 4 < 0.1%
 
6.6 3 < 0.1%
 
7.7 3 < 0.1%
 
6.8 3 < 0.1%
 
7.5 2 < 0.1%
 
5.7 2 < 0.1%
 
Other values (17) 20 < 0.1%
 
(Missing) 499936 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0.0064 1 < 0.1%
 
0.0065 1 < 0.1%
 
4.8 1 < 0.1%
 
5 1 < 0.1%
 
5.4 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8 4 < 0.1%
 
7.8 1 < 0.1%
 
7.75 1 < 0.1%
 
7.7 3 < 0.1%
 
7.6 5 < 0.1%
 

phosphorus_100g
Numeric

Distinct count533
Unique (%)0.1%
Missing (%)98.9%
Missing (n)494445
Infinite (%)0.0%
Infinite (n)0
Mean0.9331990153
Minimum0
Maximum658
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.008
Q10.08875
Median0.2
Q30.357
95-th percentile0.625
Maximum658
Range658
Interquartile range0.26825

Descriptive statistics

Standard deviation17.14522984
Coef of variation18.37253314
Kurtosis876.0085966
Mean0.9331990153
MAD1.369948126
Skewness28.49758865
Sum5183.92053
Variance293.9589062
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.143 250 0.1%
 
0.536 242 < 0.1%
 
0.008 238 < 0.1%
 
0.357 232 < 0.1%
 
0.286 177 < 0.1%
 
0.333 133 < 0.1%
 
0.2 117 < 0.1%
 
0.273 114 < 0.1%
 
0.5 114 < 0.1%
 
0.088 106 < 0.1%
 
Other values (522) 3832 0.8%
 
(Missing) 494445 98.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 48 < 0.1%
 
0.0019 1 < 0.1%
 
0.002 2 < 0.1%
 
0.0025 1 < 0.1%
 
0.003 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
658 1 < 0.1%
 
559.459 1 < 0.1%
 
493 1 < 0.1%
 
410.87 1 < 0.1%
 
400 1 < 0.1%
 

phylloquinone_100g
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

pnns_groups_1
Categorical

Distinct count15
Unique (%)< 0.1%
Missing (%)0.9%
Missing (n)4533
unknown
348503
Fish Meat Eggs
 
25259
Sugary snacks
 
24008
Other values (11)
97697
ValueCountFrequency (%) 
unknown 348503 69.7%
 
Fish Meat Eggs 25259 5.1%
 
Sugary snacks 24008 4.8%
 
Milk and dairy products 22150 4.4%
 
Cereals and potatoes 14124 2.8%
 
Composite foods 14099 2.8%
 
Fat and sauces 12096 2.4%
 
Beverages 11257 2.3%
 
Fruits and vegetables 11142 2.2%
 
Salty snacks 9311 1.9%
 
Other values (4) 3518 0.7%
 
(Missing) 4533 0.9%
 
Max length23
Mean length9.59213
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

pnns_groups_2
Categorical

Distinct count47
Unique (%)< 0.1%
Missing (%)< 0.1%
Missing (n)235
unknown
348503
One-dish meals
 
11749
Biscuits and cakes
 
11574
Other values (43)
127939
ValueCountFrequency (%) 
unknown 348503 69.7%
 
One-dish meals 11749 2.3%
 
Biscuits and cakes 11574 2.3%
 
Cheese 11480 2.3%
 
Processed meat 9680 1.9%
 
Sweets 9333 1.9%
 
Meat 8790 1.8%
 
Dressings and sauces 8339 1.7%
 
Milk and yogurt 6694 1.3%
 
Fish and seafood 5887 1.2%
 
Other values (36) 67736 13.5%
 
Max length32
Mean length8.601772
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

polyols_100g
Numeric

Distinct count120
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499787
Infinite (%)0.0%
Infinite (n)0
Mean33.60244131
Minimum0
Maximum100
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q14.1
Median19
Q365
95-th percentile97.44
Maximum100
Range100
Interquartile range60.9

Descriptive statistics

Standard deviation36.06759163
Coef of variation1.073362238
Kurtosis-0.8678185597
Mean33.60244131
MAD31.01900681
Skewness0.8610329674
Sum7157.32
Variance1300.871166
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 32 < 0.1%
 
96 8 < 0.1%
 
11 5 < 0.1%
 
21 5 < 0.1%
 
97 5 < 0.1%
 
96.7 4 < 0.1%
 
17 4 < 0.1%
 
20 4 < 0.1%
 
98 3 < 0.1%
 
4.1 3 < 0.1%
 
Other values (109) 140 < 0.1%
 
(Missing) 499787 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 32 < 0.1%
 
0.7 1 < 0.1%
 
1 2 < 0.1%
 
1.13 1 < 0.1%
 
1.3 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 3 < 0.1%
 
98.6 1 < 0.1%
 
98.3 1 < 0.1%
 
98.1 1 < 0.1%
 
98 3 < 0.1%
 

polyunsaturated-fat_100g
Numeric

Distinct count847
Unique (%)0.2%
Missing (%)95.6%
Missing (n)478246
Infinite (%)0.0%
Infinite (n)0
Mean6.266669766
Minimum0
Maximum73.33
Zeros (%)1.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median2.21
Q37.14
95-th percentile26.67
Maximum73.33
Range73.33
Interquartile range7.14

Descriptive statistics

Standard deviation10.75216643
Coef of variation1.715770391
Kurtosis12.01164127
Mean6.266669766
MAD6.803353367
Skewness3.205014308
Sum136325.1341
Variance115.609083
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 6277 1.3%
 
3.57 577 0.1%
 
10 497 0.1%
 
1.79 479 0.1%
 
0.89 432 0.1%
 
14.29 399 0.1%
 
7.14 395 0.1%
 
13.33 382 0.1%
 
21.43 303 0.1%
 
3.33 300 0.1%
 
Other values (836) 11713 2.3%
 
(Missing) 478246 95.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 6277 1.3%
 
0.01 3 < 0.1%
 
0.02 1 < 0.1%
 
0.0286 1 < 0.1%
 
0.04 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
73.33 3 < 0.1%
 
73 4 < 0.1%
 
72.22 2 < 0.1%
 
72 4 < 0.1%
 
71.5 2 < 0.1%
 

potassium_100g
Numeric

Distinct count1215
Unique (%)0.2%
Missing (%)95.1%
Missing (n)475277
Infinite (%)0.0%
Infinite (n)0
Mean0.5377267181
Minimum0
Maximum1870.37
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.01
Q10.106
Median0.18
Q30.341
95-th percentile1
Maximum1870.37
Range1870.37
Interquartile range0.235

Descriptive statistics

Standard deviation13.91978749
Coef of variation25.88636015
Kurtosis13479.43537
Mean0.5377267181
MAD0.6110741373
Skewness106.6724026
Sum13294.21765
Variance193.7604837
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 772 0.2%
 
0.188 604 0.1%
 
0.167 367 0.1%
 
0.1 320 0.1%
 
0.2 298 0.1%
 
0.15 278 0.1%
 
0.133 238 < 0.1%
 
0.643 232 < 0.1%
 
0.071 208 < 0.1%
 
0.153 204 < 0.1%
 
Other values (1204) 21202 4.2%
 
(Missing) 475277 95.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 772 0.2%
 
4e-07 1 < 0.1%
 
4e-05 5 < 0.1%
 
4.2e-05 1 < 0.1%
 
5e-05 4 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1870.37 1 < 0.1%
 
600 1 < 0.1%
 
506 1 < 0.1%
 
500 1 < 0.1%
 
358 1 < 0.1%
 

product_name
Categorical

Distinct count317339
Unique (%)63.5%
Missing (%)7.8%
Missing (n)39139
Comté
 
633
Filet de poulet
 
515
Emmental
 
403
Other values (317335)
459310
(Missing)
 
39139
ValueCountFrequency (%) 
Comté 633 0.1%
 
Filet de poulet 515 0.1%
 
Emmental 403 0.1%
 
Ice Cream 400 0.1%
 
Filets de poulet 318 0.1%
 
Poulet 303 0.1%
 
Potato Chips 283 0.1%
 
Extra Virgin Olive Oil 281 0.1%
 
Premium Ice Cream 224 < 0.1%
 
Aiguillettes de poulet 221 < 0.1%
 
Other values (317328) 457280 91.5%
 
(Missing) 39139 7.8%
 
Max length234
Mean length22.817318
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

proteins_100g
Numeric

Distinct count3344
Unique (%)0.7%
Missing (%)19.2%
Missing (n)96056
Infinite (%)0.0%
Infinite (n)0
Mean8.693551443
Minimum-800
Maximum31000
Zeros (%)13.0%
Mini histogram

Quantile statistics

Minimum-800
5-th percentile0
Q11.18
Median5.9
Q312.8
95-th percentile25
Maximum31000
Range31800
Interquartile range11.62

Descriptive statistics

Standard deviation62.49749916
Coef of variation7.188949138
Kurtosis187790.2028
Mean8.693551443
MAD7.250889417
Skewness412.5644813
Sum3511707.944
Variance3905.937401
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 65114 13.0%
 
0.5 6786 1.4%
 
25 5833 1.2%
 
20 5810 1.2%
 
7.14 5668 1.1%
 
10 5327 1.1%
 
12 4274 0.9%
 
5 4253 0.9%
 
21 4007 0.8%
 
1 3848 0.8%
 
Other values (3333) 293024 58.6%
 
(Missing) 96056 19.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-800 1 < 0.1%
 
-500 1 < 0.1%
 
-3.57 1 < 0.1%
 
0 65114 13.0%
 
1e-10 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
31000 1 < 0.1%
 
22000 1 < 0.1%
 
4700 1 < 0.1%
 
3200 1 < 0.1%
 
2700 2 < 0.1%
 

purchase_places
Categorical

Distinct count5140
Unique (%)1.0%
Missing (%)88.9%
Missing (n)444620
France
 
19956
Lyon,France
 
2174
Courrières,France
 
1479
Other values (5136)
 
31771
(Missing)
444620
ValueCountFrequency (%) 
France 19956 4.0%
 
Lyon,France 2174 0.4%
 
Courrières,France 1479 0.3%
 
France,Nantes 1436 0.3%
 
Paris,France 1361 0.3%
 
Rennes,France 692 0.1%
 
España 691 0.1%
 
Canada 598 0.1%
 
Paris 441 0.1%
 
France,Trignac 431 0.1%
 
Other values (5129) 26121 5.2%
 
(Missing) 444620 88.9%
 
Max length124
Mean length3.989718
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

quantity
Categorical

Distinct count16502
Unique (%)3.3%
Missing (%)75.4%
Missing (n)377150
500 g
 
4997
250 g
 
4515
200 g
 
4318
Other values (16498)
109020
(Missing)
377150
ValueCountFrequency (%) 
500 g 4997 1.0%
 
250 g 4515 0.9%
 
200 g 4318 0.9%
 
300 g 3436 0.7%
 
400 g 3162 0.6%
 
100 g 2984 0.6%
 
150 g 2575 0.5%
 
1 kg 2284 0.5%
 
125 g 1573 0.3%
 
180 g 1518 0.3%
 
Other values (16491) 91488 18.3%
 
(Missing) 377150 75.4%
 
Max length194
Mean length3.801316
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

salt_100g
Numeric

Distinct count6610
Unique (%)1.3%
Missing (%)20.7%
Missing (n)103288
Infinite (%)0.0%
Infinite (n)0
Mean3.923091923
Minimum0
Maximum101600
Zeros (%)9.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.09
Median0.67564
Q31.45034
95-th percentile4.105783
Maximum101600
Range101600
Interquartile range1.36034

Descriptive statistics

Standard deviation272.6828174
Coef of variation69.50711907
Kurtosis104990.1578
Mean3.923091923
MAD5.920990694
Skewness306.7820063
Sum1556337.643
Variance74355.91891
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 47190 9.4%
 
0.1 10084 2.0%
 
0.01 9433 1.9%
 
1 7808 1.6%
 
1.1 5604 1.1%
 
1.5 5582 1.1%
 
1.3 5178 1.0%
 
1.2 5046 1.0%
 
1.4 4958 1.0%
 
1.8 4373 0.9%
 
Other values (6599) 291456 58.3%
 
(Missing) 103288 20.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 47190 9.4%
 
7.2e-09 1 < 0.1%
 
1e-08 1 < 0.1%
 
1e-07 1 < 0.1%
 
4e-07 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
101600 1 < 0.1%
 
99900 1 < 0.1%
 
64312.8 1 < 0.1%
 
50800 1 < 0.1%
 
22200 1 < 0.1%
 

saturated-fat_100g
Numeric

Distinct count2839
Unique (%)0.6%
Missing (%)24.5%
Missing (n)122434
Infinite (%)0.0%
Infinite (n)0
Mean5.51074033
Minimum0
Maximum18000
Zeros (%)17.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.1
Median2.08
Q37.9
95-th percentile20
Maximum18000
Range18000
Interquartile range7.8

Descriptive statistics

Standard deviation40.24237337
Coef of variation7.302534861
Kurtosis156570.0942
Mean5.51074033
MAD5.752978414
Skewness378.7057219
Sum2080668.183
Variance1619.448615
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 88056 17.6%
 
0.1 12984 2.6%
 
0.5 5942 1.2%
 
1 5874 1.2%
 
0.2 5865 1.2%
 
0.3 5240 1.0%
 
0.4 5130 1.0%
 
20 4017 0.8%
 
2 3830 0.8%
 
10 3550 0.7%
 
Other values (2828) 237078 47.4%
 
(Missing) 122434 24.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 88056 17.6%
 
1e-12 1 < 0.1%
 
1e-08 1 < 0.1%
 
1e-07 1 < 0.1%
 
5e-07 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
18000 1 < 0.1%
 
14900 1 < 0.1%
 
5555 1 < 0.1%
 
2000 1 < 0.1%
 
1500 1 < 0.1%
 

selenium_100g
Numeric

Distinct count162
Unique (%)< 0.1%
Missing (%)99.8%
Missing (n)498886
Infinite (%)0.0%
Infinite (n)0
Mean0.004596036846
Minimum-2e-06
Maximum3.571429
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-2e-06
5-th percentile2e-06
Q15e-06
Median2.5e-05
Q36.2e-05
95-th percentile0.000112
Maximum3.571429
Range3.571431
Interquartile range5.7e-05

Descriptive statistics

Standard deviation0.1160195859
Coef of variation25.24339769
Kurtosis828.8835531
Mean0.004596036846
MAD0.009088396636
Skewness28.08140783
Sum5.119985047
Variance0.01346054431
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
4e-06 61 < 0.1%
 
3e-06 58 < 0.1%
 
5e-06 58 < 0.1%
 
2e-06 54 < 0.1%
 
7.5e-05 44 < 0.1%
 
1e-05 43 < 0.1%
 
3e-05 36 < 0.1%
 
9.5e-05 33 < 0.1%
 
6.2e-05 32 < 0.1%
 
8.8e-05 30 < 0.1%
 
Other values (151) 665 0.1%
 
(Missing) 498886 99.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-2e-06 1 < 0.1%
 
0 24 < 0.1%
 
7e-07 7 < 0.1%
 
7.41e-07 1 < 0.1%
 
8.33e-07 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3.571429 1 < 0.1%
 
1.5 1 < 0.1%
 
0.001935 1 < 0.1%
 
0.00192 1 < 0.1%
 
0.00096 1 < 0.1%
 

serum-proteins_100g
Numeric

Distinct count19
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499974
Infinite (%)0.0%
Infinite (n)0
Mean4.155769231
Minimum0
Maximum20
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.3
Q10.325
Median3.165
Q35.7
95-th percentile12.975
Maximum20
Range20
Interquartile range5.375

Descriptive statistics

Standard deviation4.769945218
Coef of variation1.147788761
Kurtosis4.038747807
Mean4.155769231
MAD3.434674556
Skewness1.841183173
Sum108.05
Variance22.75237738
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.3 6 < 0.1%
 
1.9 2 < 0.1%
 
5.8 2 < 0.1%
 
4.7 2 < 0.1%
 
13.8 1 < 0.1%
 
5.2 1 < 0.1%
 
0.4 1 < 0.1%
 
20 1 < 0.1%
 
7.17 1 < 0.1%
 
5.4 1 < 0.1%
 
Other values (8) 8 < 0.1%
 
(Missing) 499974 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 < 0.1%
 
0.3 6 < 0.1%
 
0.4 1 < 0.1%
 
0.5 1 < 0.1%
 
0.7 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
20 1 < 0.1%
 
13.8 1 < 0.1%
 
10.5 1 < 0.1%
 
7.17 1 < 0.1%
 
7.1 1 < 0.1%
 

serving_quantity
Numeric

Distinct count1497
Unique (%)0.3%
Missing (%)57.9%
Missing (n)289392
Infinite (%)0.0%
Infinite (n)0
Mean5582.114846
Minimum0
Maximum999999999
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile5
Q128
Median42
Q3112
95-th percentile250
Maximum999999999
Range999999999
Interquartile range84

Descriptive statistics

Standard deviation2205238.205
Coef of variation395.054252
Kurtosis200888.7136
Mean5582.114846
MAD11000.14579
Skewness444.4153241
Sum1175638043
Variance4.863075542e+12
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
28 21050 4.2%
 
30 14700 2.9%
 
240 8301 1.7%
 
40 7278 1.5%
 
15 7049 1.4%
 
100 6444 1.3%
 
56 5294 1.1%
 
85 4106 0.8%
 
125 3525 0.7%
 
113 3425 0.7%
 
Other values (1486) 129436 25.9%
 
(Missing) 289392 57.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1500 0.3%
 
1e-06 1 < 0.1%
 
2e-06 1 < 0.1%
 
0.0001 2 < 0.1%
 
0.00025 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
999999999 1 < 0.1%
 
155555555 1 < 0.1%
 
2601059 1 < 0.1%
 
100000 1 < 0.1%
 
45341 1 < 0.1%
 

serving_size
Categorical

Distinct count24633
Unique (%)4.9%
Missing (%)57.9%
Missing (n)289449
240 ml (8 fl oz)
 
5409
28 g (1 oz)
 
5292
28 g (1 ONZ)
 
3733
Other values (24629)
196117
(Missing)
289449
ValueCountFrequency (%) 
240 ml (8 fl oz) 5409 1.1%
 
28 g (1 oz) 5292 1.1%
 
28 g (1 ONZ) 3733 0.7%
 
100g 3178 0.6%
 
30 g (2 Tbsp) 2839 0.6%
 
15 ml (1 Tbsp) 2816 0.6%
 
30 g 2136 0.4%
 
30 g (0.25 cup) 2099 0.4%
 
240 ml (1 cup) 1976 0.4%
 
14 g (1 Tbsp) 1837 0.4%
 
Other values (24622) 179236 35.8%
 
(Missing) 289449 57.9%
 
Max length190
Mean length7.160874
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

silica_100g
Numeric

Distinct count32
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499944
Infinite (%)0.0%
Infinite (n)0
Mean0.05243503929
Minimum0
Maximum1.5
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.001125
Q10.001912
Median0.003385
Q30.017
95-th percentile0.1515
Maximum1.5
Range1.5
Interquartile range0.015088

Descriptive statistics

Standard deviation0.213119659
Coef of variation4.064451212
Kurtosis40.53827409
Mean0.05243503929
MAD0.07983070867
Skewness6.145035211
Sum2.9363622
Variance0.04541998904
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.0015 7 < 0.1%
 
0.015 6 < 0.1%
 
0.00327 4 < 0.1%
 
0.00317 3 < 0.1%
 
0.027 3 < 0.1%
 
0.0035 3 < 0.1%
 
0.0027 2 < 0.1%
 
0.00237 2 < 0.1%
 
0.0032 2 < 0.1%
 
0.001912 2 < 0.1%
 
Other values (21) 22 < 0.1%
 
(Missing) 499944 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 < 0.1%
 
8.2e-06 1 < 0.1%
 
0.00075 1 < 0.1%
 
0.00125 1 < 0.1%
 
0.00135 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.5 1 < 0.1%
 
0.525 1 < 0.1%
 
0.327 1 < 0.1%
 
0.093 1 < 0.1%
 
0.036 1 < 0.1%
 

sodium_100g
Numeric

Distinct count7666
Unique (%)1.5%
Missing (%)20.7%
Missing (n)103301
Infinite (%)0.0%
Infinite (n)0
Mean1.553444484
Minimum0
Maximum40640
Zeros (%)9.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.033528
Median0.265176
Q30.576072
95-th percentile1.64
Maximum40640
Range40640
Interquartile range0.542544

Descriptive statistics

Standard deviation108.8716928
Coef of variation70.08405772
Kurtosis105937.7885
Mean1.553444484
MAD2.342691244
Skewness308.6545842
Sum616249.8732
Variance11853.0455
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 47189 9.4%
 
0.04 10075 2.0%
 
0.004 9421 1.9%
 
0.4 7804 1.6%
 
0.44 5596 1.1%
 
0.6 5577 1.1%
 
0.52 5171 1.0%
 
0.48 5039 1.0%
 
0.56 4953 1.0%
 
0.72 4369 0.9%
 
Other values (7655) 291505 58.3%
 
(Missing) 103301 20.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 47189 9.4%
 
4e-13 1 < 0.1%
 
8e-13 1 < 0.1%
 
2e-12 1 < 0.1%
 
8.72e-12 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
40640 1 < 0.1%
 
40000 1 < 0.1%
 
25725.12 1 < 0.1%
 
20300 1 < 0.1%
 
8890 1 < 0.1%
 

starch_100g
Numeric

Distinct count116
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499828
Infinite (%)0.0%
Infinite (n)0
Mean31.10732558
Minimum0
Maximum87.8
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.4
Q14.4
Median29.1
Q355.325
95-th percentile71
Maximum87.8
Range87.8
Interquartile range50.925

Descriptive statistics

Standard deviation26.02968519
Coef of variation0.8367702688
Kurtosis-1.258349787
Mean31.10732558
MAD22.70804624
Skewness0.3330581935
Sum5350.46
Variance677.5445109
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.5 11 < 0.1%
 
38 6 < 0.1%
 
70 5 < 0.1%
 
0 5 < 0.1%
 
71 5 < 0.1%
 
65 4 < 0.1%
 
29.1 4 < 0.1%
 
4.4 3 < 0.1%
 
60 3 < 0.1%
 
17.5 3 < 0.1%
 
Other values (105) 123 < 0.1%
 
(Missing) 499828 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 5 < 0.1%
 
0.01 1 < 0.1%
 
0.2 1 < 0.1%
 
0.3 1 < 0.1%
 
0.4 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
87.8 1 < 0.1%
 
87.5 1 < 0.1%
 
77 1 < 0.1%
 
76 1 < 0.1%
 
75.6 1 < 0.1%
 

states
Categorical

Distinct count793
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
en:to-be-completed, en:nutrition-facts-completed, en:ingredients-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-to-be-completed, en:brands-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-uploaded
137535
en:to-be-completed, en:nutrition-facts-completed, en:ingredients-to-be-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-to-be-completed, en:brands-to-be-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-validated, en:photos-uploaded
57265
en:to-be-completed, en:nutrition-facts-completed, en:ingredients-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-completed, en:brands-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-uploaded
 
25233
Other values (790)
279967
ValueCountFrequency (%) 
en:to-be-completed, en:nutrition-facts-completed, en:ingredients-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-to-be-completed, en:brands-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-uploaded 137535 27.5%
 
en:to-be-completed, en:nutrition-facts-completed, en:ingredients-to-be-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-to-be-completed, en:brands-to-be-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-validated, en:photos-uploaded 57265 11.5%
 
en:to-be-completed, en:nutrition-facts-completed, en:ingredients-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-completed, en:brands-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-uploaded 25233 5.0%
 
en:empty, en:to-be-completed, en:nutrition-facts-to-be-completed, en:ingredients-to-be-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-to-be-completed, en:brands-to-be-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-to-be-completed, en:photos-to-be-uploaded 23928 4.8%
 
en:to-be-completed, en:nutrition-facts-completed, en:ingredients-to-be-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-completed, en:brands-to-be-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-validated, en:photos-uploaded 17664 3.5%
 
en:to-be-checked, en:complete, en:nutrition-facts-completed, en:ingredients-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-completed, en:categories-completed, en:brands-completed, en:packaging-completed, en:quantity-completed, en:product-name-completed, en:photos-validated, en:photos-uploaded 16446 3.3%
 
en:to-be-checked, en:complete, en:nutrition-facts-completed, en:ingredients-completed, en:expiration-date-completed, en:packaging-code-to-be-completed, en:characteristics-completed, en:categories-completed, en:brands-completed, en:packaging-completed, en:quantity-completed, en:product-name-completed, en:photos-validated, en:photos-uploaded 15710 3.1%
 
en:to-be-completed, en:nutrition-facts-to-be-completed, en:ingredients-to-be-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-to-be-completed, en:brands-to-be-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-validated, en:photos-uploaded 15316 3.1%
 
en:to-be-completed, en:nutrition-facts-completed, en:ingredients-to-be-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-to-be-completed, en:brands-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-validated, en:photos-uploaded 13963 2.8%
 
en:to-be-checked, en:complete, en:nutrition-facts-completed, en:ingredients-completed, en:expiration-date-completed, en:packaging-code-completed, en:characteristics-completed, en:categories-completed, en:brands-completed, en:packaging-completed, en:quantity-completed, en:product-name-completed, en:photos-validated, en:photos-uploaded 13291 2.7%
 
Other values (783) 163649 32.7%
 
Max length390
Mean length357.932714
Min length309
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

states_en
Categorical

Distinct count793
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
To be completed,Nutrition facts completed,Ingredients completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories to be completed,Brands completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be uploaded
137535
To be completed,Nutrition facts completed,Ingredients to be completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories to be completed,Brands to be completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be validated,Photos uploaded
57265
To be completed,Nutrition facts completed,Ingredients completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories completed,Brands completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be uploaded
 
25233
Other values (790)
279967
ValueCountFrequency (%) 
To be completed,Nutrition facts completed,Ingredients completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories to be completed,Brands completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be uploaded 137535 27.5%
 
To be completed,Nutrition facts completed,Ingredients to be completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories to be completed,Brands to be completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be validated,Photos uploaded 57265 11.5%
 
To be completed,Nutrition facts completed,Ingredients completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories completed,Brands completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be uploaded 25233 5.0%
 
Empty,To be completed,Nutrition facts to be completed,Ingredients to be completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories to be completed,Brands to be completed,Packaging to be completed,Quantity to be completed,Product name to be completed,Photos to be uploaded 23928 4.8%
 
To be completed,Nutrition facts completed,Ingredients to be completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories completed,Brands to be completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be validated,Photos uploaded 17664 3.5%
 
To be checked,Complete,Nutrition facts completed,Ingredients completed,Expiration date to be completed,Packaging code to be completed,Characteristics completed,Categories completed,Brands completed,Packaging completed,Quantity completed,Product name completed,Photos validated,Photos uploaded 16446 3.3%
 
To be checked,Complete,Nutrition facts completed,Ingredients completed,Expiration date completed,Packaging code to be completed,Characteristics completed,Categories completed,Brands completed,Packaging completed,Quantity completed,Product name completed,Photos validated,Photos uploaded 15710 3.1%
 
To be completed,Nutrition facts to be completed,Ingredients to be completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories to be completed,Brands to be completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be validated,Photos uploaded 15316 3.1%
 
To be completed,Nutrition facts completed,Ingredients to be completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories to be completed,Brands completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be validated,Photos uploaded 13963 2.8%
 
To be checked,Complete,Nutrition facts completed,Ingredients completed,Expiration date completed,Packaging code completed,Characteristics completed,Categories completed,Brands completed,Packaging completed,Quantity completed,Product name completed,Photos validated,Photos uploaded 13291 2.7%
 
Other values (783) 163649 32.7%
 
Max length339
Mean length307.876066
Min length262
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

states_tags
Categorical

Distinct count793
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
en:to-be-completed,en:nutrition-facts-completed,en:ingredients-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-to-be-completed,en:brands-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-uploaded
137535
en:to-be-completed,en:nutrition-facts-completed,en:ingredients-to-be-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-to-be-completed,en:brands-to-be-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-validated,en:photos-uploaded
57265
en:to-be-completed,en:nutrition-facts-completed,en:ingredients-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-completed,en:brands-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-uploaded
 
25233
Other values (790)
279967
ValueCountFrequency (%) 
en:to-be-completed,en:nutrition-facts-completed,en:ingredients-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-to-be-completed,en:brands-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-uploaded 137535 27.5%
 
en:to-be-completed,en:nutrition-facts-completed,en:ingredients-to-be-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-to-be-completed,en:brands-to-be-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-validated,en:photos-uploaded 57265 11.5%
 
en:to-be-completed,en:nutrition-facts-completed,en:ingredients-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-completed,en:brands-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-uploaded 25233 5.0%
 
en:empty,en:to-be-completed,en:nutrition-facts-to-be-completed,en:ingredients-to-be-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-to-be-completed,en:brands-to-be-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-to-be-completed,en:photos-to-be-uploaded 23928 4.8%
 
en:to-be-completed,en:nutrition-facts-completed,en:ingredients-to-be-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-completed,en:brands-to-be-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-validated,en:photos-uploaded 17664 3.5%
 
en:to-be-checked,en:complete,en:nutrition-facts-completed,en:ingredients-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-completed,en:categories-completed,en:brands-completed,en:packaging-completed,en:quantity-completed,en:product-name-completed,en:photos-validated,en:photos-uploaded 16446 3.3%
 
en:to-be-checked,en:complete,en:nutrition-facts-completed,en:ingredients-completed,en:expiration-date-completed,en:packaging-code-to-be-completed,en:characteristics-completed,en:categories-completed,en:brands-completed,en:packaging-completed,en:quantity-completed,en:product-name-completed,en:photos-validated,en:photos-uploaded 15710 3.1%
 
en:to-be-completed,en:nutrition-facts-to-be-completed,en:ingredients-to-be-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-to-be-completed,en:brands-to-be-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-validated,en:photos-uploaded 15316 3.1%
 
en:to-be-completed,en:nutrition-facts-completed,en:ingredients-to-be-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-to-be-completed,en:brands-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-validated,en:photos-uploaded 13963 2.8%
 
en:to-be-checked,en:complete,en:nutrition-facts-completed,en:ingredients-completed,en:expiration-date-completed,en:packaging-code-completed,en:characteristics-completed,en:categories-completed,en:brands-completed,en:packaging-completed,en:quantity-completed,en:product-name-completed,en:photos-validated,en:photos-uploaded 13291 2.7%
 
Other values (783) 163649 32.7%
 
Max length378
Mean length346.168552
Min length298
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsTrue

stores
Categorical

Distinct count4517
Unique (%)0.9%
Missing (%)82.7%
Missing (n)413387
Magasins U
 
8708
Lidl
 
5895
Carrefour
 
5165
Other values (4513)
 
66845
(Missing)
413387
ValueCountFrequency (%) 
Magasins U 8708 1.7%
 
Lidl 5895 1.2%
 
Carrefour 5165 1.0%
 
Intermarché 4981 1.0%
 
Casino 4122 0.8%
 
Cora 3501 0.7%
 
Leader Price 3300 0.7%
 
Monoprix 2824 0.6%
 
Auchan 2822 0.6%
 
Meijer 2570 0.5%
 
Other values (4506) 42725 8.5%
 
(Missing) 413387 82.7%
 
Max length286
Mean length4.143054
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

sugars_100g
Numeric

Distinct count4823
Unique (%)1.0%
Missing (%)21.6%
Missing (n)107813
Infinite (%)0.0%
Infinite (n)0
Mean14.27102119
Minimum-17.86
Maximum9600
Zeros (%)11.7%
Mini histogram

Quantile statistics

Minimum-17.86
5-th percentile0
Q10.7
Median3.67
Q320
95-th percentile60
Maximum9600
Range9617.86
Interquartile range19.3

Descriptive statistics

Standard deviation34.93142278
Coef of variation2.447717113
Kurtosis40880.29476
Mean14.27102119
MAD15.7106095
Skewness156.3748014
Sum5596908.986
Variance1220.204297
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 58679 11.7%
 
0.5 18217 3.6%
 
1 8413 1.7%
 
3.57 7056 1.4%
 
0.6 4439 0.9%
 
0.7 4334 0.9%
 
0.1 4278 0.9%
 
2 4073 0.8%
 
3.33 3675 0.7%
 
0.8 3608 0.7%
 
Other values (4812) 275415 55.1%
 
(Missing) 107813 21.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-17.86 1 < 0.1%
 
-6.67 1 < 0.1%
 
-6.25 1 < 0.1%
 
-3.57 1 < 0.1%
 
-1.2 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9600 1 < 0.1%
 
9580 1 < 0.1%
 
9100 1 < 0.1%
 
3100 1 < 0.1%
 
2500 1 < 0.1%
 

taurine_100g
Numeric

Distinct count18
Unique (%)< 0.1%
Missing (%)> 99.9%
Missing (n)499974
Infinite (%)0.0%
Infinite (n)0
Mean0.5879161538
Minimum0.00072
Maximum11.2
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.00072
5-th percentile0.002675
Q10.035
Median0.0385
Q30.398
95-th percentile0.423
Maximum11.2
Range11.19928
Interquartile range0.363

Descriptive statistics

Standard deviation2.17191804
Coef of variation3.694264949
Kurtosis25.59945747
Mean0.5879161538
MAD0.816314142
Skewness5.042593473
Sum15.28582
Variance4.717227974
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.036 3 < 0.1%
 
0.423 3 < 0.1%
 
0.035 3 < 0.1%
 
0.4 2 < 0.1%
 
0.039 2 < 0.1%
 
0.372 2 < 0.1%
 
0.02 1 < 0.1%
 
0.037 1 < 0.1%
 
0.041 1 < 0.1%
 
0.038 1 < 0.1%
 
Other values (7) 7 < 0.1%
 
(Missing) 499974 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0.00072 1 < 0.1%
 
0.0018 1 < 0.1%
 
0.0053 1 < 0.1%
 
0.02 1 < 0.1%
 
0.029 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
11.2 1 < 0.1%
 
0.423 3 < 0.1%
 
0.417 1 < 0.1%
 
0.4 2 < 0.1%
 
0.392 1 < 0.1%
 

traces
Categorical

Distinct count8730
Unique (%)1.7%
Missing (%)94.3%
Missing (n)471511
Fruits à coque
 
974
en:nuts
 
967
en:milk
 
610
Other values (8726)
 
25938
(Missing)
471511
ValueCountFrequency (%) 
Fruits à coque 974 0.2%
 
en:nuts 967 0.2%
 
en:milk 610 0.1%
 
Lait 387 0.1%
 
Gluten 375 0.1%
 
en:nuts,en:soybeans 350 0.1%
 
en:gluten 344 0.1%
 
Soja 319 0.1%
 
en:soybeans 317 0.1%
 
en:eggs 291 0.1%
 
Other values (8719) 23555 4.7%
 
(Missing) 471511 94.3%
 
Max length561
Mean length4.556382
Min length2
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

traces_en
Categorical

Distinct count4579
Unique (%)0.9%
Missing (%)92.6%
Missing (n)463221
Nuts
 
3153
Milk
 
1619
Soybeans
 
1221
Other values (4575)
 
30786
(Missing)
463221
ValueCountFrequency (%) 
Nuts 3153 0.6%
 
Milk 1619 0.3%
 
Soybeans 1221 0.2%
 
Gluten 1146 0.2%
 
Nuts,Soybeans 999 0.2%
 
Eggs 935 0.2%
 
Milk,Nuts 921 0.2%
 
Nuts,Peanuts 724 0.1%
 
Gluten,Nuts 693 0.1%
 
Celery 604 0.1%
 
Other values (4568) 24764 5.0%
 
(Missing) 463221 92.6%
 
Max length413
Mean length4.4635
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

traces_tags
Categorical

Distinct count4579
Unique (%)0.9%
Missing (%)92.6%
Missing (n)463221
en:nuts
 
3153
en:milk
 
1619
en:soybeans
 
1221
Other values (4575)
 
30786
(Missing)
463221
ValueCountFrequency (%) 
en:nuts 3153 0.6%
 
en:milk 1619 0.3%
 
en:soybeans 1221 0.2%
 
en:gluten 1146 0.2%
 
en:nuts,en:soybeans 999 0.2%
 
en:eggs 935 0.2%
 
en:milk,en:nuts 921 0.2%
 
en:nuts,en:peanuts 724 0.1%
 
en:gluten,en:nuts 693 0.1%
 
en:celery 604 0.1%
 
Other values (4568) 24764 5.0%
 
(Missing) 463221 92.6%
 
Max length473
Mean length5.073592
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

trans-fat_100g
Numeric

Distinct count435
Unique (%)0.1%
Missing (%)71.9%
Missing (n)359714
Infinite (%)0.0%
Infinite (n)0
Mean0.0723589011
Minimum-3.57
Maximum369
Zeros (%)27.5%
Mini histogram

Quantile statistics

Minimum-3.57
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum369
Range372.57
Interquartile range0

Descriptive statistics

Standard deviation1.500805729
Coef of variation20.7411349
Kurtosis27510.38854
Mean0.0723589011
MAD0.1418961353
Skewness129.0727881
Sum10150.9408
Variance2.252417837
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 137424 27.5%
 
3.57 90 < 0.1%
 
0.2 79 < 0.1%
 
2.5 73 < 0.1%
 
1.79 69 < 0.1%
 
0.1 56 < 0.1%
 
0.88 48 < 0.1%
 
0.89 45 < 0.1%
 
5 44 < 0.1%
 
0.44 43 < 0.1%
 
Other values (424) 2315 0.5%
 
(Missing) 359714 71.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-3.57 1 < 0.1%
 
-3.03 1 < 0.1%
 
-1 1 < 0.1%
 
-0.7 1 < 0.1%
 
0 137424 27.5%
 

Maximum 5 values

ValueCountFrequency (%) 
369 1 < 0.1%
 
130 2 < 0.1%
 
110 1 < 0.1%
 
100 1 < 0.1%
 
85.7 1 < 0.1%
 

url
URL

Distinct count499944
Unique (%)> 99.9%
Missing (%)0.0%
Missing (n)0
ValueCountFrequency (%) 
http://world-en.openfoodfacts.org/product/3383482295223 2 < 0.1%
 
http://world-en.openfoodfacts.org/product/0087521300008/dubbel-bruin-petrus 2 < 0.1%
 
http://world-en.openfoodfacts.org/product/0254133007546/pain-rando 2 < 0.1%
 
http://world-en.openfoodfacts.org/product/0201117045599/tarte-aux-fraises-4-6-personnes 2 < 0.1%
 
http://world-en.openfoodfacts.org/product/3361114019744/steak-haches-bio-les-eleveurs-de-bretagne 2 < 0.1%
 
http://world-en.openfoodfacts.org/product/20525002/tee-turkischer-apfel-lord-nelson 2 < 0.1%
 
http://world-en.openfoodfacts.org/product/2725087003956/filet-americain-carrefour-bio 2 < 0.1%
 
http://world-en.openfoodfacts.org/product/3350033435445/crevettes-tropicales-cuites-decortiquees-monoprix-bio 2 < 0.1%
 
http://world-en.openfoodfacts.org/product/2411843026245/jambon-cuit-a-l-ancienne 2 < 0.1%
 
http://world-en.openfoodfacts.org/product/0019320001376/0-75-oz-nabisco-airplane-cookies-honey-kraft-foods-inc 2 < 0.1%
 
Other values (499934) 499980 > 99.9%
 
ValueCountFrequency (%) 
http 500000 100.0%
 
ValueCountFrequency (%) 
world-en.openfoodfacts.org 500000 100.0%
 
ValueCountFrequency (%) 
/product/20292836/guacamole 2 < 0.1%
 
/product/2600105033392 2 < 0.1%
 
/product/3273120017167/riz-thai-1-2-complet-celnat 2 < 0.1%
 
/product/2193240002601 2 < 0.1%
 
/product/3350031531989/champignons-de-paris-entiers-1er-choix-monoprix 2 < 0.1%
 
/product/3217690055020/syrup-green-apple 2 < 0.1%
 
/product/3428420053203/buche-creme-au-beurre-parfum-chocolat-erhard 2 < 0.1%
 
/product/0672774113820/sauce-pour-saute-blue-dragon 2 < 0.1%
 
/product/2666117039821 2 < 0.1%
 
/product/0254133007546/pain-rando 2 < 0.1%
 
Other values (499934) 499980 > 99.9%
 
ValueCountFrequency (%) 
500000 100.0%
 
ValueCountFrequency (%) 
500000 100.0%
 

vitamin-a_100g
Numeric

Distinct count2307
Unique (%)0.5%
Missing (%)73.1%
Missing (n)365430
Infinite (%)0.0%
Infinite (n)0
Mean0.001021914102
Minimum-0.0003396
Maximum73
Zeros (%)15.4%
Mini histogram

Quantile statistics

Minimum-0.0003396
5-th percentile0
Q10
Median0
Q30.0001071
95-th percentile0.0006177
Maximum73
Range73.0003396
Interquartile range0.0001071

Descriptive statistics

Standard deviation0.213683323
Coef of variation209.1010611
Kurtosis103050.3469
Mean0.001021914102
MAD0.001829684597
Skewness311.3775883
Sum137.5189806
Variance0.04566056254
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 76914 15.4%
 
0.0003213 2551 0.5%
 
0.0002142 2302 0.5%
 
0.0001071 1786 0.4%
 
9.99e-05 1638 0.3%
 
6.24e-05 1449 0.3%
 
0.0002001 1204 0.2%
 
7.5e-05 731 0.1%
 
0.0004287 675 0.1%
 
5.31e-05 638 0.1%
 
Other values (2296) 44682 8.9%
 
(Missing) 365430 73.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.0003396 1 < 0.1%
 
0 76914 15.4%
 
5.77e-08 1 < 0.1%
 
3e-07 1 < 0.1%
 
6.02e-07 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
73 1 < 0.1%
 
26.7 1 < 0.1%
 
8.95 1 < 0.1%
 
4 1 < 0.1%
 
2 1 < 0.1%
 

vitamin-b12_100g
Numeric

Distinct count410
Unique (%)0.1%
Missing (%)99.0%
Missing (n)495211
Infinite (%)0.0%
Infinite (n)0
Mean0.002999185909
Minimum0
Maximum2.1
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2.5e-07
Q18.8e-07
Median2.1e-06
Q34.84e-06
95-th percentile2.069e-05
Maximum2.1
Range2.1
Interquartile range3.96e-06

Descriptive statistics

Standard deviation0.07238338069
Coef of variation24.13434274
Kurtosis765.1898574
Mean0.002999185909
MAD0.005965717852
Skewness27.22739974
Sum14.36310132
Variance0.0052393538
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
5e-06 314 0.1%
 
2.5e-07 280 0.1%
 
1.25e-06 182 < 0.1%
 
2.5e-06 130 < 0.1%
 
1.71e-06 121 < 0.1%
 
5e-07 118 < 0.1%
 
3e-05 116 < 0.1%
 
0 111 < 0.1%
 
4.69e-06 107 < 0.1%
 
5.56e-06 103 < 0.1%
 
Other values (399) 3207 0.6%
 
(Missing) 495211 99.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 111 < 0.1%
 
1.2e-09 1 < 0.1%
 
5e-08 4 < 0.1%
 
5.88e-08 1 < 0.1%
 
7e-08 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2.1 5 < 0.1%
 
1.4 1 < 0.1%
 
0.72 1 < 0.1%
 
0.38 4 < 0.1%
 
0.148 1 < 0.1%
 

vitamin-b1_100g
Numeric

Distinct count748
Unique (%)0.1%
Missing (%)97.9%
Missing (n)489429
Infinite (%)0.0%
Infinite (n)0
Mean1.381988975
Minimum0
Maximum6070
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.0002795
Q10.0047
Median0.014
Q30.441
95-th percentile1.172
Maximum6070
Range6070
Interquartile range0.4363

Descriptive statistics

Standard deviation59.53639104
Coef of variation43.08022142
Kurtosis10215.97075
Mean1.381988975
MAD2.245863464
Skewness100.2596999
Sum14609.00545
Variance3544.581858
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.005 554 0.1%
 
0.003 492 0.1%
 
0.004 485 0.1%
 
0.008 447 0.1%
 
0.009 444 0.1%
 
0.804 440 0.1%
 
0.012 398 0.1%
 
0.002 321 0.1%
 
0 320 0.1%
 
0.001 245 < 0.1%
 
Other values (737) 6425 1.3%
 
(Missing) 489429 97.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 320 0.1%
 
3e-08 1 < 0.1%
 
3.3e-07 1 < 0.1%
 
3.77e-07 1 < 0.1%
 
2e-06 11 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6070 1 < 0.1%
 
267 1 < 0.1%
 
250 1 < 0.1%
 
239 2 < 0.1%
 
167 1 < 0.1%
 

vitamin-b2_100g
Numeric

Distinct count1076
Unique (%)0.2%
Missing (%)98.0%
Missing (n)489759
Infinite (%)0.0%
Infinite (n)0
Mean0.270392682
Minimum0
Maximum42.5
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.00021
Q10.003036
Median0.015179
Q30.303571
95-th percentile1.214286
Maximum42.5
Range42.5
Interquartile range0.300535

Descriptive statistics

Standard deviation1.305758185
Coef of variation4.829118063
Kurtosis786.6188795
Mean0.270392682
MAD0.3213082138
Skewness26.12876971
Sum2769.091456
Variance1.705004437
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.004554 506 0.1%
 
0 354 0.1%
 
0.014167 345 0.1%
 
0.455357 316 0.1%
 
0.303571 286 0.1%
 
0.242857 177 < 0.1%
 
0.003036 167 < 0.1%
 
0.34 165 < 0.1%
 
0.2125 139 < 0.1%
 
0.003269 121 < 0.1%
 
Other values (1065) 7665 1.5%
 
(Missing) 489759 98.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 354 0.1%
 
2.1e-07 1 < 0.1%
 
3.7e-07 1 < 0.1%
 
1.08e-06 1 < 0.1%
 
5e-06 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
42.5 6 < 0.1%
 
35.416667 2 < 0.1%
 
28.846154 1 < 0.1%
 
26.785714 1 < 0.1%
 
20 1 < 0.1%
 

vitamin-b6_100g
Numeric

Distinct count645
Unique (%)0.1%
Missing (%)98.7%
Missing (n)493716
Infinite (%)0.0%
Infinite (n)0
Mean0.4621550612
Minimum0
Maximum323
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile5e-05
Q10.00025
Median0.000698
Q30.001562
95-th percentile0.006897
Maximum323
Range323
Interquartile range0.001312

Descriptive statistics

Standard deviation7.298275258
Coef of variation15.79183238
Kurtosis830.4665083
Mean0.4621550612
MAD0.9078268045
Skewness25.26195524
Sum2904.182404
Variance53.26482174
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.001667 329 0.1%
 
8.3e-05 257 0.1%
 
0.000385 166 < 0.1%
 
0.000286 150 < 0.1%
 
0 139 < 0.1%
 
0.000571 139 < 0.1%
 
0.001562 134 < 0.1%
 
5e-05 116 < 0.1%
 
0.01 115 < 0.1%
 
0.000833 107 < 0.1%
 
Other values (634) 4632 0.9%
 
(Missing) 493716 98.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 139 < 0.1%
 
2.1e-07 1 < 0.1%
 
3e-07 1 < 0.1%
 
6e-06 2 < 0.1%
 
1e-05 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
323 1 < 0.1%
 
185 2 < 0.1%
 
139 2 < 0.1%
 
135 1 < 0.1%
 
100 1 < 0.1%
 

vitamin-b9_100g
Numeric

Distinct count340
Unique (%)0.1%
Missing (%)99.0%
Missing (n)495230
Infinite (%)0.0%
Infinite (n)0
Mean0.02402238775
Minimum0
Maximum72.3
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1.5e-05
Q13e-05
Median4.7e-05
Q36.2e-05
95-th percentile0.00019455
Maximum72.3
Range72.3
Interquartile range3.2e-05

Descriptive statistics

Standard deviation1.11297015
Coef of variation46.33053805
Kurtosis3771.380978
Mean0.02402238775
MAD0.04778073977
Skewness59.52537129
Sum114.5867896
Variance1.238702554
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
5.6e-05 502 0.1%
 
3e-05 464 0.1%
 
2.8e-05 284 0.1%
 
3.2e-05 135 < 0.1%
 
4.3e-05 131 < 0.1%
 
5.5e-05 129 < 0.1%
 
5.7e-05 117 < 0.1%
 
3.1e-05 106 < 0.1%
 
7e-05 104 < 0.1%
 
2.9e-05 99 < 0.1%
 
Other values (329) 2699 0.5%
 
(Missing) 495230 99.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 21 < 0.1%
 
1e-06 23 < 0.1%
 
2e-06 27 < 0.1%
 
3e-06 4 < 0.1%
 
3.33e-06 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
72.3 1 < 0.1%
 
23.076923 1 < 0.1%
 
10.5 1 < 0.1%
 
6.25 1 < 0.1%
 
0.7 1 < 0.1%
 

vitamin-c_100g
Numeric

Distinct count1165
Unique (%)0.2%
Missing (%)72.5%
Missing (n)362595
Infinite (%)0.0%
Infinite (n)0
Mean0.02949693794
Minimum-0.0021
Maximum716.9811
Zeros (%)17.7%
Mini histogram

Quantile statistics

Minimum-0.0021
5-th percentile0
Q10
Median0
Q30.0035
95-th percentile0.0321
Maximum716.9811
Range716.9832
Interquartile range0.0035

Descriptive statistics

Standard deviation2.652248305
Coef of variation89.91605535
Kurtosis50916.06515
Mean0.02949693794
MAD0.05059323553
Skewness214.567111
Sum4053.026758
Variance7.034421072
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 88645 17.7%
 
0.001 1338 0.3%
 
0.0043 1200 0.2%
 
0.004 1198 0.2%
 
0.0021 1118 0.2%
 
0.0214 968 0.2%
 
0.025 965 0.2%
 
0.03 957 0.2%
 
0.008 957 0.2%
 
0.0014 812 0.2%
 
Other values (1154) 39247 7.8%
 
(Missing) 362595 72.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.0021 1 < 0.1%
 
0 88645 17.7%
 
6e-06 2 < 0.1%
 
1.211e-05 1 < 0.1%
 
4.62e-05 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
716.9811 1 < 0.1%
 
500 1 < 0.1%
 
370.3704 1 < 0.1%
 
152.9412 1 < 0.1%
 
80.6 1 < 0.1%
 

vitamin-d_100g
Numeric

Distinct count384
Unique (%)0.1%
Missing (%)98.6%
Missing (n)493137
Infinite (%)0.0%
Infinite (n)0
Mean0.005078645052
Minimum0
Maximum9.8
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11.05e-06
Median1.175e-06
Q33.325e-06
95-th percentile1.0725e-05
Maximum9.8
Range9.8
Interquartile range2.275e-06

Descriptive statistics

Standard deviation0.1451027419
Coef of variation28.57115242
Kurtosis3153.75768
Mean0.005078645052
MAD0.01011173746
Skewness50.92381209
Sum34.85474099
Variance0.0210548057
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
1.05e-06 1608 0.3%
 
0 389 0.1%
 
3.325e-06 315 0.1%
 
1.25e-06 245 < 0.1%
 
4.25e-07 235 < 0.1%
 
1e-06 208 < 0.1%
 
1.175e-06 189 < 0.1%
 
7.5e-07 166 < 0.1%
 
8.75e-07 146 < 0.1%
 
1.075e-06 125 < 0.1%
 
Other values (373) 3237 0.6%
 
(Missing) 493137 98.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 389 0.1%
 
2.5e-08 1 < 0.1%
 
7.5e-08 14 < 0.1%
 
1e-07 2 < 0.1%
 
1.25e-07 4 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9.8 1 < 0.1%
 
3.4 2 < 0.1%
 
3.2 1 < 0.1%
 
1.5 2 < 0.1%
 
1.25 2 < 0.1%
 

vitamin-e_100g
Numeric

Distinct count240
Unique (%)< 0.1%
Missing (%)99.8%
Missing (n)499094
Infinite (%)0.0%
Infinite (n)0
Mean0.1129858772
Minimum0
Maximum19
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.0007075
Q10.0018
Median0.00608
Q30.012
95-th percentile0.05
Maximum19
Range19
Interquartile range0.0102

Descriptive statistics

Standard deviation1.120213671
Coef of variation9.914634451
Kurtosis157.8822038
Mean0.1129858772
MAD0.2014396989
Skewness12.13842454
Sum102.3652048
Variance1.254878668
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.0018 85 < 0.1%
 
0.011 39 < 0.1%
 
0.012 38 < 0.1%
 
0.01 35 < 0.1%
 
0.005 29 < 0.1%
 
0.002 29 < 0.1%
 
0.0036 19 < 0.1%
 
0.008 14 < 0.1%
 
0.017 14 < 0.1%
 
0.007 13 < 0.1%
 
Other values (229) 591 0.1%
 
(Missing) 499094 99.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 7 < 0.1%
 
6e-07 1 < 0.1%
 
1.45e-06 1 < 0.1%
 
9.7e-06 1 < 0.1%
 
1.1e-05 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
19 1 < 0.1%
 
13 1 < 0.1%
 
12.7 1 < 0.1%
 
12 1 < 0.1%
 
11 1 < 0.1%
 

vitamin-k_100g
Numeric

Distinct count300
Unique (%)0.1%
Missing (%)99.8%
Missing (n)499180
Infinite (%)0.0%
Infinite (n)0
Mean0.03838589521
Minimum0
Maximum31.25
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11e-05
Median2.91e-05
Q30.0001091
95-th percentile0.0008188
Maximum31.25
Range31.25
Interquartile range9.91e-05

Descriptive statistics

Standard deviation1.091291058
Coef of variation28.42948045
Kurtosis819.9898178
Mean0.03838589521
MAD0.07620202002
Skewness28.63537612
Sum31.47643407
Variance1.190916172
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0 42 < 0.1%
 
2.94e-05 26 < 0.1%
 
2.86e-05 23 < 0.1%
 
5.7e-06 22 < 0.1%
 
5.71e-05 20 < 0.1%
 
2.4e-05 19 < 0.1%
 
1.67e-05 15 < 0.1%
 
4e-06 14 < 0.1%
 
2.5e-05 13 < 0.1%
 
2.35e-05 12 < 0.1%
 
Other values (289) 614 0.1%
 
(Missing) 499180 99.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 42 < 0.1%
 
7e-07 5 < 0.1%
 
9e-07 2 < 0.1%
 
1.2e-06 3 < 0.1%
 
1.3e-06 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
31.25 1 < 0.1%
 
0.0696 1 < 0.1%
 
0.0334 1 < 0.1%
 
0.0063591 1 < 0.1%
 
0.0032 1 < 0.1%
 

vitamin-pp_100g
Numeric

Distinct count827
Unique (%)0.2%
Missing (%)97.8%
Missing (n)488848
Infinite (%)0.0%
Infinite (n)0
Mean0.01765126671
Minimum0
Maximum21.428571
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.000615
Q10.003077
Median0.005333
Q30.008889
95-th percentile0.019231
Maximum21.428571
Range21.428571
Interquartile range0.005812

Descriptive statistics

Standard deviation0.3619200538
Coef of variation20.50391395
Kurtosis2582.026421
Mean0.01765126671
MAD0.02187780986
Skewness48.86090719
Sum196.8469264
Variance0.1309861254
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.007143 841 0.2%
 
0.005357 583 0.1%
 
0.016667 330 0.1%
 
0.002857 294 0.1%
 
0.005714 282 0.1%
 
0.000833 245 < 0.1%
 
0 244 < 0.1%
 
0.004286 224 < 0.1%
 
0.004 190 < 0.1%
 
0.003846 188 < 0.1%
 
Other values (816) 7731 1.5%
 
(Missing) 488848 97.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 244 < 0.1%
 
2.4e-06 1 < 0.1%
 
2.3e-05 1 < 0.1%
 
7.3e-05 1 < 0.1%
 
0.000107 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
21.428571 1 < 0.1%
 
21 1 < 0.1%
 
15.9 1 < 0.1%
 
11.1 1 < 0.1%
 
9.4 1 < 0.1%
 

water-hardness_100g
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

zinc_100g
Numeric

Distinct count417
Unique (%)0.1%
Missing (%)99.3%
Missing (n)496263
Infinite (%)0.0%
Infinite (n)0
Mean0.01064117608
Minimum0
Maximum10.5
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.000129
Q10.00111
Median0.004
Q30.00798
95-th percentile0.0139
Maximum10.5
Range10.5
Interquartile range0.00687

Descriptive statistics

Standard deviation0.1887533672
Coef of variation17.73801748
Kurtosis2604.657629
Mean0.01064117608
MAD0.01176609345
Skewness48.87189598
Sum39.766075
Variance0.03562783364
Memory size3.8 MiB
Histogram
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
0.0125 262 0.1%
 
0.00107 119 < 0.1%
 
0.01172 83 < 0.1%
 
0.00536 81 < 0.1%
 
0.00321 79 < 0.1%
 
0.00682 78 < 0.1%
 
0 76 < 0.1%
 
0.00012 74 < 0.1%
 
0.005 73 < 0.1%
 
0.0002 73 < 0.1%
 
Other values (406) 2739 0.5%
 
(Missing) 496263 99.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 76 < 0.1%
 
2e-05 1 < 0.1%
 
4e-05 1 < 0.1%
 
5.4e-05 2 < 0.1%
 
6e-05 5 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10.5 1 < 0.1%
 
3.5 1 < 0.1%
 
3.1 1 < 0.1%
 
1.05 1 < 0.1%
 
0.15 1 < 0.1%
 

Missing values

Sample

First rows

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Last rows

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499995NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNViandes, Charcuteries, Produits à la viande, T...Meats,Prepared meats,Meat-based products,Terri...en:meats,en:prepared-meats,en:meat-based-produ...NaNNaNNaNNaNNaNNaNNaNNaN3443705053228NaNNaNFranceFranceen:france2018-11-02T12:19:32Z1541161172kiliwebNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNhttps://static.openfoodfacts.org/images/produc...https://static.openfoodfacts.org/images/produc...NaNNaNhttps://static.openfoodfacts.org/images/produc...https://static.openfoodfacts.org/images/produc...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN2019-01-09T11:12:36Z1547032356NaNen:meatsMeatsNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNFish Meat EggsProcessed meatNaNNaNNaNTerrine de campagne au chorizoNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNen:to-be-completed, en:nutrition-facts-to-be-c...To be completed,Nutrition facts to be complete...en:to-be-completed,en:nutrition-facts-to-be-co...NaNNaNNaNNaNNaNNaNNaNhttp://world-en.openfoodfacts.org/product/3443...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
499996NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN2.1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN3443705053914NaNNaNen:frFranceen:france2019-07-19T18:00:24Z1563559224kiliwebNaNNaNNaN2280.057.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNhttps://static.openfoodfacts.org/images/produc...https://static.openfoodfacts.org/images/produc...https://static.openfoodfacts.org/images/produc...https://static.openfoodfacts.org/images/produc...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN2019-07-19T18:11:39Z1563559899NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNunknownunknownNaNNaNNaNBloc de foie gras de canard du sud-ouest4.9NaN130 g1.322.0NaNNaNNaNNaNNaN0.52NaNen:to-be-completed, en:nutrition-facts-complet...To be completed,Nutrition facts completed,Ingr...en:to-be-completed,en:nutrition-facts-complete...NaN2.0NaNNaNNaNNaNNaNhttp://world-en.openfoodfacts.org/product/3443...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
499997NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.0NaNNaNNaNNaNNaNNaNNaNNaNMaison Occitanemaison-occitaneNaNNaN2.0NaNNaNNaNNaNPoissons et viandes et oeufs, Foies gras, Foie...Fish and meat and eggs,Foies gras,Foies gras f...en:fish-and-meat-and-eggs,en:foies-gras,en:foi...NaNNaNNaNNaNNaNNaNNaNNaN3443705053938NaNNaNFranceFranceen:france2017-12-12T19:05:05Z1513105505kiliwebNaNNaNNaN2247.055.00.0NaNNaNNaNNaNNaNNaNNaNNaNhttps://static.openfoodfacts.org/images/produc...https://static.openfoodfacts.org/images/produc...NaNNaNhttps://static.openfoodfacts.org/images/produc...https://static.openfoodfacts.org/images/produc...NaN0.0NaNfoie gras de canard, sel, poivre.NaN0.0NaNNaNNaNNaNIGP, Sans nitrite de sodiumPGI,Without sodium nitriteen:pgi,en:without-sodium-nitrite2017-12-23T20:36:17Z1514061377NaNen:fish-and-meat-and-eggsFish and meat and eggsNaNNaNNaNNaNNaNNaN3.0NaN21.021.0eNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNSalty snacksSalty and fatty productsNaNNaNNaNFoie gras de canard7.9NaN300 g1.223.0NaNNaNNaNNaNNaN0.48NaNen:to-be-completed, en:nutrition-facts-complet...To be completed,Nutrition facts completed,Ingr...en:to-be-completed,en:nutrition-facts-complete...NaN1.5NaNNaNNaNNaNNaNhttp://world-en.openfoodfacts.org/product/3443...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
499998NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNLa quercynoise,Maison occitanela-quercynoise,maison-occitaneNaNNaN2.0NaNNaNNaNNaNPoissons et viandes et oeufs, Foies gras, Foie...Fish and meat and eggs,Foies gras,Foies gras f...en:fish-and-meat-and-eggs,en:foies-gras,en:foi...NaNNaNNaNNaNNaNNaNNaNNaN3443705053945NaNNaNFranceFranceen:france2018-05-11T15:35:19Z1526052919kiliwebNaNNaNNaN2247.055.0NaNNaNNaNNaNNaNNaNNaNNaNNaNhttps://static.openfoodfacts.org/images/produc...https://static.openfoodfacts.org/images/produc...NaNNaNhttps://static.openfoodfacts.org/images/produc...https://static.openfoodfacts.org/images/produc...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNIGPPGIen:pgi2018-05-11T19:23:45Z1526066625NaNen:fish-and-meat-and-eggsFish and meat and eggsNaNNaNNaNNaNNaNNaNNaNNaN21.021.0eNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNSalty snacksSalty and fatty productsNaNNaNNaNFoie gras de canard entier du sud-ouest7.9NaN130 g1.255.0NaNNaNNaNNaNNaN0.48NaNen:to-be-completed, en:nutrition-facts-complet...To be completed,Nutrition facts completed,Ingr...en:to-be-completed,en:nutrition-facts-complete...NaN1.5NaNNaNNaNNaNNaNhttp://world-en.openfoodfacts.org/product/3443...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
499999NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.0NaNNaNNaNNaNNaNNaNNaNNaNMaison Occitanemaison-occitaneNaNNaN2.0NaNNaNNaNNaNPoissons et viandes et oeufs, Foies gras, Foie...Fish and meat and eggs,Foies gras,Foies gras f...en:fish-and-meat-and-eggs,en:foies-gras,en:foi...NaNNaNNaNNaNNaNNaNNaNNaN3443705053952NaNNaNFranceFranceen:france2018-04-10T17:37:44Z1523381864kiliwebNaNNaNNaN2247.055.0NaNNaNNaNNaNNaNNaNNaNNaNNaNhttps://static.openfoodfacts.org/images/produc...https://static.openfoodfacts.org/images/produc...NaNNaNhttps://static.openfoodfacts.org/images/produc...https://static.openfoodfacts.org/images/produc...NaN0.0NaNFoie gras de canard, sel, poivre.NaN0.0NaNNaNNaNNaNSans nitrite de sodiumWithout sodium nitriteen:without-sodium-nitrite2018-04-10T18:21:53Z1523384513NaNen:fish-and-meat-and-eggsFish and meat and eggsNaNNaNNaNNaNNaNNaN3.0NaN21.021.0eNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNSalty snacksSalty and fatty productsNaNNaNNaNFoie gras de canard entier du sud ouest7.9NaN180 g e1.223.0NaNNaNNaNNaNNaN0.48NaNen:to-be-completed, en:nutrition-facts-complet...To be completed,Nutrition facts completed,Ingr...en:to-be-completed,en:nutrition-facts-complete...NaN1.5NaNNaNNaNNaNNaNhttp://world-en.openfoodfacts.org/product/3443...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN